Conference
contributions before 2024
Josep Antoni Martín-Fernández
Conferences "before 2024"
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2023
- Comas-Cufí M, Martín-Fernández JA, Mateu-Figueras G,
Palarea-Albaladejo J (2023). A new approach for approximating the
parameters of a log-ratio-normal-multinomial distribution. In Book
of Abstracts V International Workshop on Proximity Data,
Multivariate Analysis and Classification. Aurea Gran? et al (eds.).
July 11-12, 2023 (Valladolid, Spain). p. 18. ISBN 978-84-16829-90-3
- Martín-Fernández JA, Di Donato V, Pawlowsky-Glahn V,
Egozcue JJ (2023) Exploring Hierarchical Clustering of Compositional
Variables. 22th annual conference of the International Association
for Mathematical Geosciences IAMG2023 in Trondheim, Norway, Aug. 05
-12, 2023
- Saperas-Riera J, Martín-Fernández JA, Mateu-Figueras G
(2023). Balance selection new insights on penalised regression
models with compositional predictors. Actas del XL Congreso Nacional
de Estadística e Investigación Operativa y las XIV Jornadas de
Estadística Pública. 7-10 Noviembre, Elx, España
- Saperas-Riera J, Martín-Fernández JA, Mateu-Figueras G
(2023). The uniform distribution on the simplex. Actas del XL
Congreso Nacional de Estadística e Investigación Operativa y las XIV
Jornadas de Estadística Pública. 7-10 Noviembre, Elx, España
- Comas-Cufí M, Palarea-Albaladejo J, Martín-Fernández JA,
Mateu-Figueras G (2023). Model-based zero replacement method for
compositional count data sets. Actas del XL Congreso Nacional de
Estadística e Investigación Operativa y las XIV Jornadas de
Estadística Pública. 7-10 Noviembre, Elx, España
2022
- Palarea-Albaladejo J., Martín-Fernández J.A.
(2022). Testing for subpopulations in compositional data sets
according to zero patterns. DySES (Dynamics of Socio Economic
Systems) conference, NEOMA Business School, Rouen Campus, France,
October 5-7
- Verswijveren S., Ridgers N.D., Martín-Fernández J.A.,
Chastin S., Cerin E., Chinapaw
M.J.M.M., Arundell L., Dunstan
D.W., Hume C., Brown
H., Della Gatta J., Salmon J. (2022). A
school- and home-based intervention program to promote physical
activity and reduce and break up sedentary behaviour: Impacts on
children's movement behaviour accumulation patterns and adiposity
markers. International Congress on Obesity,
Melbourne (Australia), 18-22 October
- Daunis-i-Estadella P, Mateu-Figueras G, Nesrstová V, Hron K,
Martín-Fernández JA (2022) Comparing variable selection methods for
high-dimensional compositional data in a discriminant analysis
context. IFCS22, the 17th conference of the International Federation
of Classification Societies, Porto, Portugal, 19-23 July
- Nesrstová V, Wilms I, Hron K, Martín-Fernández
JA, Filzmoser P, Palarea-Albaladejo J (2022). PLS-based
principal balances for regression and classification with
high-dimensional compositional data. IFCS22, the 17th conference of
the International Federation of Classification Societies, Porto,
Portugal, 19-23 July
- Comas-Cufí M, Martín-Fernández JA, Mateu-Figueras G,
Palarea-Albaladejo J (2022) Clustering count data using
compositional methods. IFCS22, the 17th conference of the
International Federation of Classification Societies, Porto,
Portugal, 19-23 July
- Daunis-i-Estadella P, Mateu-Figueras G, Nesrstová
V, Hron K, Martín-Fernández JA (2022) Comparing variable selection
methods in high-dimensional compositional data. CoDaWork2022, The
9th Compositional Data Analysis Workshop, June 27- July 1,
Toulouse (France)
- Saperas-Riera J, Martín-Fernández JA (2022) Some thoughts on
constrained convex optimization in the simplex. CoDaWork2022, The
9th Compositional Data Analysis Workshop, June 27- July 1,
Toulouse (France)
- Comas-Cufí M, Martín-Fernández JA, Mateu-Figueras G,
Palarea-Albaladejo J (2022) Clustering count data using
compositional methods. CoDaWork2022, The 9th Compositional Data
Analysis Workshop, June 27- July 1, Toulouse (France)
- Martín-Fernández JA, Palarea-Albaladejo J, Ruiz-Gazen A,
Thomas-Agnan C (2022) lrSVD: compositional data imputation through
singular value decomposition. CoDaWork2022, The 9th Compositional
Data Analysis Workshop, June 27- July 1, Toulouse (France)
- Nesrstová V, Wilms I, Hron K,
Martín-Fernández JA, Filzmoser P, Palarea-Albaladejo J (2022)
Analysing high-dimensional compositional data using PLS-based
principal balances. CoDaWork2022, The 9th Compositional Data
Analysis Workshop, June 27- July 1, Toulouse (France)
- Di Donato V, Pawlowsky-Glahn V, Egozcue JJ, Martín-Fernández
JA (2022) Ward R-mode clustering method for Compositional Data.
CoDaWork2022, The 9th Compositional Data Analysis Workshop,
June 27- July 1, Toulouse (France)
- Saperas-Riera J, Martín-Fernández JA (2022) SContributions
of the compositional data methodology to constrained optimization in
economics. EcoSta2022, the 5th International Conference on
Econometrics and Statistics, Ryukoku University, Kyoto, Japan, 4-6
June.
- Comas-Cufí M, Martín-Fernández JA, Mateu-Figueras G,
Palarea-Albaladejo J (2022) M?todo composicional para la agrupación
param?trica de datos de conteo multivariantes. XXXIX Congreso
Nacional de Estadística e Investigación Operativa and XIII Jornadas
de Estadística Pública, Junio 7-10, Universitat de Granada, Granada
(Spain)
- Martín-Fernández JA, Di Donato V, Pawlowsky-Glahn V, Egozcue
JJ (2022) M?todo de agrupación autom?tica de Ward para partes de una
composición (R-mode). XXXIX Congreso Nacional de Estadística e
Investigación Operativa and XIII Jornadas de Estadística Pública,
Junio 7-10, Universitat de Granada, Granada (Spain)
- Palarea-Albaladejo J, Martín-Fernández JA, Ruiz-Gazen A,
Thomas-Agnan C (2022) Efficient imputation of unobserved values in
high-throughput compositional data through singular value
decomposition. XXXIX Congreso Nacional de Estadística e
Investigación Operativa and XIII Jornadas de Estadística Pública,
Junio 7-10, Universitat de Granada, Granada (Spain)
- Saperas-Riera J, Martín-Fernández JA. Vehí-Casellas J
(2022). El análisis composicional del perfil de glucosa. XXXIX
Congreso Nacional de Estadística e Investigación Operativa and XIII
Jornadas de Estadística Pública, Junio 7-10, Universitat de Granada,
Granada (Spain)
- Verswijveren S., Ridgers N.D., Martín-Fernández J.A.,
Chastin S., Arundell L., Brown H., Cerin E., Chinapaw M.J.M.M.,
Dunstan D.W., Hume C., Della Gatta J., Salmon J., 2022. Changes in
children?s movement behaviour accumulation as a result of the
Transform-Us! school- and home-based cluster randomised controlled
trial. The International Society of Behavioral Nutrition and
Physical Activity (ISBNPA), Phoenix, Arizona, USA 18-May to 21-May,
2022
2021
- Nesrstová V, Karel H,
Martín-Fernández JA, Filzmoser P, Palarea-Albaladejo J, Wilms I
(2021). Variable selection in compositional data using PLS-based
balance coordinates. International
Conference
on Robust Statistics (ICORS). TU Wien, Vienna, Austria,
September 20-24, 2021.
- Nesrstová V, Karel H,
Martín-Fernández JA, Filzmoser P, Palarea-Albaladejo J, Wilms I
(2021). Variable selection in compositional data using PLS-based
balance coordinates. Data Science, Statistics & Visualisation
(DSSV), 7?9 July 2021 (ONLINE:
https://iasc-isi.org/dssv-ecda2021/).
- Saperas-i-Riera J, Martín-Fernández, JA (2021). What is a
convex set in compositional data analysis?. SIS 2021 50th Meeting of
the Italian Statistical Society, 21-25 June 2021 (ONLINE:
https://meetings3.sis-statistica.org/index.php/sis2021/sis2021/index).
- Verswijveren S, Lamb K, Martín-Fernández JA, Winkler E,
Leech R, Timperio A, Salmon J, Daly R, Cerin E, Dunstan D, Telford
R, Telford R, Olive L, Ridgers N (2021). Understanding accumulation
patterns of time across the movement behaviour spectrum in relation
to children's health: a Compositional Data Analysis approach.
International Society for Behavioral Nutrition and Physical Activity
(ISBNPA) XChange-2021, 8?10 June 2021 (ONLINE:
https://annualmeeting.isbnpa.org)
2020
- Verswijveren SJJM, Lamb KE,
Timperio A, Salmon J, Leech R,Dr. Winkler EAH, Martín-Fernández JA,
Telford RM (2020). Should sedentary behaviour and physical activity
be accumulated sporadically or in prolonged bouts to benefit
cardio-metabolic health in children? A cross-sectional compositional
data analysis study. 19th International Society of Behavioral
Nutrition and Physical Activity (ISBNPA), Auckland, New Zealand,
June 17-20
- Craddock WH, Lohr CD, Botterell PJ, Martín-Fernández JA,
Olea RA (2020) Revisiting the ?Undifferentiated Cretaceous?
petroleum system of south Texas using cluster analysis of oil
geochemistry, well log interpretation, and 1-d basin modeling.
Association of Petroleum Geologists (AAPG) 2020 Annual Convention
and Exhibition (ACE), Houston, Texas 7-10 June
- Martín-Fernández JA, Olea RA, Craddock WH, Botterell PJ
(2020). Automatic variable selection for the compositional analysis
of petroleum systems in southeast Texas, USA. 36th International
Geological Congress March 2-8, Delhi, India
2019
- López-Siles M, Torrent P, Mateu-Figueras G, Aldeguer X,
Sabat-Mir M, Daunis-i-Estadella P, Martín Fernández JA, Garcia-Gil
JL, Martinez-Medina M (2019) Deciphering mucosa-associated bacterial
taxa to assist in discriminating inflammatory bowel disease subtypes
with colonic location. United European Gastroenterology (UEGWEEK
2019), 19-23 October, Barcelona.
- Comas-Cufí M, Re D, Thió-Henestrosa S, Palarea-Albaladejo J,
Martín-Fernández JA (2019) Compositional software: coda.base,
zCompositions and CoDaPack. XI Jornadas de Usuarios de R, Madrid,
14-16 Novviembre.
- Comas-Cufí M, Martín-Fernández JA, Mateu-Figueras G,
Palarea-Albaladejo J (2019) A log-ratio approach to cluster analysis
of count data when the total is irrelevant. 16th conference of the
International Federation of Classification Societies (IFCS) 26-29
August, Thessaloniki (Greece)
- Mateu-Figueras G, Daunis-i-Estadella P, Lópes-Siles M,
Martín-Fernández JA (2019) Distances and discriminant analysis for
microbial communities composition to classify inflammatory bowel
diseases. 16th conference of the International Federation of
Classification Societies (IFCS) 26-29 August, Thessaloniki (Greece)
- Egozcue JJ, Pawlowsky-Glahn V,
Martín-Fernández JA, Ortego MI (2019) Beyond
binary linear association of compositional parts.
XXXVIII Congreso Nacional de Estadística e
Investigación Operativa and XII Jornadas de Estadística
Pública, Setiembre 3-6, Universitat Politècnica de València, Alcoy
(Spain)
- Palarea Albaladejo J, ?tefelov? N, Hron K,
Martín-Fernández JA (2019) Exploring optimal
log-ratio representations for high-dimensional compositional data
with applications to regression analysis in metabolomics.
XXXVIII Congreso Nacional de Estadística e
Investigación Operativa and XII Jornadas de Estadística
Pública, Setiembre 3-6, Universitat Politècnica de València, Alcoy
(Spain)
- Martín-Fernández JA,
Pawlowsky-Glahn V, Egozcue JJ (2019) Estimando
el centro de un conjunto de Datos Composicionales en sus unidades
originales. XXXVIII Congreso Nacional de
Estadística e Investigación Operativa
and XII Jornadas de Estadística Pública, Setiembre 3-6,
Universitat Politècnica de València, Alcoy (Spain)
- Biagi L, Bertachi A, Martín-Fernández JA, Vehí J (2019)
Compositional Data Analysis of Glucose Profiles of Type 1 Diabetes
Patients in Proceeding of 12th IFAC Symposium on Dynamics and
Control of Process Systems, including Biosystems (DYCOPS 2019).
April 23th-26th, Floriaopolis (Brazil)
- Biagi L, Bertachi A, Giménez M, Conget I, Bondia J,
Martín-Fernández JA, Vehí J (2019) Categorization and Prediction of
Glucose Profiles of Type 1 Diabetes Patients Based on a
Compositional Data Analysis Approach. In proceedings of 12th
International Conference on Advanced Technologies & Treatments
for Diabetes (ATTD 2019), 20-23 February 2019, Berlin, Germany
- Mateu-Figueras G, Daunis-i-Estadella P, Lopez-Siles M,
Martín-Fernández JA (2019) Distance discriminant analysis of Crohn's
disease and Ulcerative colitis with colonic location using microbial
communities composition. CoDaWork-2019, The 8th Compositional Data
Analysis Workshop, June 3-8, Terrassa (Spain)
- Comas-Cufí M, Martín-Fernández JA, Mateu-Figueras G, Blanch
J, Ramos R (2019) A compositional approach to the generalised
propensity score. CoDaWork-2019, The 8th Compositional Data Analysis
Workshop, June 3-8, Terrassa (Spain)
- Vives-Mestres M, Thió-Henestrosa S, Martín-Fernández JA,
Kenett RS (2019) A Compositional Data Analysis Perspective for
Association Rules. CoDaWork-2019, The 8th Compositional Data
Analysis Workshop, June 3-8, Terrassa (Spain)
- Martín-Fernández JA, Raju NJ, Egozcue JJ, Pawlowsky-Glahn V,
Olea RA (2019) How to recover the original units for the estimates
in compositional data analysis? CoDaWork-2019, The 8th Compositional
Data Analysis Workshop, June 3-8, Terrassa (Spain)
- Comas-Cufí M, Mateu-Figueras G, Palarea-Albaladejo J,
Martín-Fernández JA (2019) A parametric-multiplicative treatment of
count zeros in compositional data sets. CoDaWork-2019, The 8th
Compositional Data Analysis Workshop, June 3-8, Terrassa
(Spain)
- Comas-Cufí, M., Mateu-Figueras, G., Martín-Fernandez, J.A.,
Blanch, J., Ramos, R. (2019) Could logratio methods be useful
to analise the generalized propensity score? IV International
Workshop on Proximity Data, Multivariate Analysis and
Classification, April 25-26, Salamanca (Spain)
- Martín-Fernández JA, Raju NJ, Egozcue JJ, Olea RA,
Pawlowsky-Glahn V (2019) Dealing with the original units for the
estimates in compositional data analysis: the case of groundwater
data in eastern part of Sonbhadra District, Uttar Pradesh, India. In
proceedings of 20th Annual Conference of the International
Association for Mathematical Geosciences (IAMG 2019), 10th-16th
August, State College, Pennsylvania (USA)
- Olea RA, Martín-Fernández JA, Jarboe P, Craddock WH, (2019)
Multivariate analysis of petroleum systems in south Texas, USA. In
proceedings of 20th Annual Conference of the International
Association for Mathematical Geosciences (IAMG 2019), 10th-16th
August, State College, Pennsylvania (USA)
2018
- Vives-Mestres M, Martín-Fernández JA, Thió-Henestrosa S,
Kenett RS (2018) Applications and Theoretical Results of Association
Rules and Compositional Data Analysis: A Contingency Table
Perspective. In proceedings of the 2nd International Conference on
Advances in Statistical Modelling of Ordinal Data (ASMOD 2018).
October 24th-26th, University of Naples Federico II, Naples (Italy)
- Martín-Fernández JA, Mateu-Figueras G, Palarea-Albaladejo J,
Comas-Cufi M (2018) Dealing with count zeros in compositional data
analysis using the logratio-normal-multinomial
distribution.Abstracts of the 23rd International Conference on
Computational Statistics (COMPSTAT 2018), University of Iasi, 28-31
August, Iasi (Romania)
- Martín-Fernández JA, Palarea-Albaladejo J (2018) On
analyzing zero patterns in compositional data sets. Abstracts of the
23rd International Conference on Computational Statistics (COMPSTAT
2018), University of Iasi, 28-31 August, Iasi (Romania)
- Martín-Fernández JA, Engle MA, Ruppert LF, Olea RA (2018)
New insights on the self-organizing maps for compositional data:
analysis of coal combustion products with an application to a
Wyoming power plant. In proceedings of 19th Annual Conference of the
International Association for Mathematical Geosciences (IAMG 2018),
2nd-8th September, Palacky? University, Olomouc (Czech Republic)
- Pawlowsky-Glahn V, Martín-Fernández JA, Egozcue JJ, Olea RA
(2018) Estimation of regionalised compositions with recovery of
original units. In proceedings of 19th Annual Conference of the
International Association for Mathematical Geosciences (IAMG 2018),
2nd-8th September, Palacky? University, Olomouc (Czech Republic)
- Engle MA, Nye CW, Quillinan SA, McLaughlin JF, Neupane G,
McLing T, Martín-Fernández JA (2018) An emergent self-organizing map
and compositional data analysis approach to predicting rare earth
element potential in produced and geothermal waters of the United
States. In proceedings of 19th Annual Conference of the
International Association for Mathematical Geosciences (IAMG 2018),
2nd-8th September, Palacky? University, Olomouc (Czech Republic)
- Martín-Fernández JA, Graffelman J (2018) Short course in
Compositional Data Analysis. XXIXth International Biometric
Conference, 8-13 July, Convention Centre Barcelona (Spain)
- Martín-Fernández JA, Egozcue JJ, Pawlowsky-Glahn V, Olea RA
(2018) Recovery of original units for estimation of regionalized
compositional data. In proceedings of 15th International Symposium
on Mineral Exploration (ISME-XV),
November 26-28, Kyoto (Japan)
- Martín-Fernández JA, Comas-Cufí M, Mateu-Figueras G,
Palarea-Albaladejo J (2018) Count zeros in
compositional data sets: the logratio-normal-multinomial model
In proceedings of the 33rd International Workshop on Statistical
Modelling (IWSM), 16-20 July,
University of Bristol, UK
- Biagi L, Bertachi
A, Martín-Fernández JA, Vehí J (2018)
Compositional Data Analysis of Type 1 Diabetes Data. 3rd
International Workshop on Knowledge Discovery in Healthcare Data
(KDH), July 13th, Stockholm (Sweden)
- Boj del Val E, Martín-Fernández
JA (2018) Organizing committee of Sesi?n GT02-3 An?lisis
Multivariante y Clasificación (AMyC-3) at the XXXVII Congreso
Nacional de Estadística e Investigación
Operativa and XI Jornadas de Estadística Pública, May 29- June
01, Universidad de Oviedo, Oviedo (Spain)
- Martín-Fernández JA (2018) Chair of Sesi?n GT02-3 An?lisis
Multivariante y Clasificación (AMyC-3) at the XXXVII Congreso
Nacional de Estadística e Investigación
Operativa and XI Jornadas de Estadística Pública, May 29- June
01, Universidad de Oviedo, Oviedo (Spain)
- Martín-Fernández JA (2018) Chair of Sesi?n GT02-3 An?lisis
Multivariante y Clasificación (AMyC-3) at the XXXVII Congreso
Nacional de Estadística e Investigación
Operativa and XI Jornadas de Estadística Pública, May 29- June
01, Universidad de Oviedo, Oviedo (Spain)
- Martín-Fernández JA, Comas-Cufí M, Mateu-Figueras G,
Palarea-Albaladejo J (2018) Tratamiento de ceros en datos
composicionales de cuentas usando la distribución log-cociente
normal-multinomial. Abstracts of the XXXVII
Congreso Nacional de Estadística e
Investigación Operativa and XI Jornadas de Estadística Pública,
May 29- June 01, Universidad de Oviedo, Oviedo (Spain)
- Comas-Cufí M, Martín-Fernández JA, Mateu-Figueras G, Blanch
J, Ramos R (2018) Una aproximación composicional a la
puntuación generalizada a la propensión a tratamiento. Abstracts of
the XXXVII Congreso Nacional de Estadística e Investigación
Operativa and XI Jornadas de Estadística Pública, May 29- June
01, Universidad de Oviedo, Oviedo (Spain)
2017
- Martín-Fernández, J.A. (2017). Member
of the scientific committee of the III
International Workshop on Proximity Data, Multivariate Analysis and
Classification, Valladolid, 26 to 27 October 2017, University
of Valladolid, Working Group on Multivariate analysis and
Classification (AMYC), Spanish Society of Statistics and Operations
Research (SEIO).
- Martín-Fernández, J.A. (2017). Análisis de datos
composicionales en Ingeniería. Conferencia magistral invitada en IV
Semana Internacional y XII Semana de Ciencia, Tecnología e
Innovación. 7, 8, 9 y 10 de Noviembre de 2017, Universidad Francisco
de Paula Santander, San José de Cúcuta, Colombia.
- Rubio Garay, M., Rodríguez Gómez, C.M. , Baldó Padró,
X., Sebastián Quetglás, F., Mateu?Figueras, G., Comas-Cufí, M.,
Martín-Fernández, J.A., Plaza Ortiz, S., 2017. Causas del aumento de
supervivencia en la última década en el carcinoma broncopulmonar
quirúrgico. Actas del VIII Congreso de la Sociedad Española
deCirugía Torácica, Zaragoza, 11 y 12 de mayo de 2017.(Póster)
- Comas-Cufí, M., Martín-Fernández, J.A., Mateu-Figueras, G.,
Palarea-Albaladejo, J. (2017). Model-based clustering of count data
based on the logistic-normal-multinomial distribution, Conference of
the International Federation of Classification Societies, IFCS-2017,
Tokyo, Japan, 8-10 August, 2017.
- Kenett, R.S., Martín-Fernández, J.A., Thió-Henestrosa,
S., Vives-Mestres, M. (2017). Association rules and compositional
data analysis: implications to big data. 17th Annual Conference of
the European Network for Business and Industrial Statistics
(ENBIS-17), University of Naples Federico II, Italy, 9-14 September
2017.
- Martín-Fernández, J.A., Olea, R.A., Ruppert, L.F. (2017)
Analysis of Coal Combustion Products using Compositional Data
Techniques. 18th Annual Conference of the International Association
for Mathematical Geosciences (IAMG2017). Perth, Australia, 2-9
September 2017
- Martín-Fernández, J.-A., Pawlowsky-Glahn, V., Egozcue, J.J.,
Tolosona-Delgado, R. (2017). On the Interpretation of Principal
Balances for Compositional Data Sets (POSTER). 18th Annual
Conference of the International Association for Mathematical
Geosciences (IAMG2017). Perth, Australia, 2-9 September 2017
- Palarea-Albaladejo, J., Martín-Fernández,
J.A., Chastin, S.F.M. (2017). Some proposals to investigate zero
patterns in compositional data sets. CoDaWork-2017,
The 7th Compositional Data Analysis Workshop, June 5-9,
Abbadia San Salvatore (Siena, Italy)
- Mateu-Figueras, G., Daunis-i-Estadella, P., Lopez-Siles, M.,
Martín-Fernández, J.A. (2017). Dissimilarity measures to
characterize compositions of microbial communities. CoDaWork-2017,
The 7th Compositional Data Analysis Workshop, June 5-9,
Abbadia San Salvatore (Siena, Italy)
- Mateu-Figueras, G., Daunis-i-Estadella, P., Lopez-Siles, M.,
Martín-Fernández, J.A. (2017). Dissimilarity measures to
characterize compositions of microbial communities. RSS
(Royal Statistical Society) annual conference, 4-7 September,
Glasgow (UK)
- Edjabou, V.M.E., Martín-Fernández, J.A., Boldrin, A.,
Astrup, T.F. (2017). Compositional data analysis of household waste
recycling centres in Denmark (POSTER). CoDaWork-2017, The 7th
Compositional Data Analysis Workshop, June 5-9, Abbadia San
Salvatore (Siena, Italy)
- Perujo, N., Romani?, A.M., Martín-Fernández, J.A. (2017)
Functional diversity in a Mediterranean river: a new analysis of
Carbon substrate utilization profiles through compositional
methodology (POSTER). CoDaWork-2017, The 7th Compositional Data
Analysis Workshop, June 5-9, Abbadia San Salvatore (Siena,
Italy)
- Comas-Cufí, M., Martín-Fernández, J.A., Mateu-Figueras, G.,
Palarea-Albaladejo, J. (2017). Maximum likelihood estimation for the
logistic-normal-multinomial distributionCoDaWork-2017, The 7th
Compositional Data Analysis Workshop, June 5-9, Abbadia San
Salvatore (Siena, Italy)
- Kenett, R.S., Martín-Fernández, J.A., Vives-Mestres,
M. (2017). Association rules and compositional data analysis:
implications to big data. CoDaWork-2017, The 7th Compositional Data
Analysis Workshop, June 5-9, Abbadia San Salvatore (Siena,
Italy).
- Dumuid, D; Stanford, TE; Martín-Fernández, JA; Olds, TS;
Lewis, LK, Katzmarzyk, PT and Maher, C (2017): The adiposity
associations of reallocating physical activity, sedentary behaviour
and sleep: A compositional data analysis approach.
CoDaWork-2017, The 7th Compositional Data Analysis Workshop,
June 5-9, Abbadia San Salvatore (Siena, Italy)
- Matar, T., Benedetto, D.V., Albanese, S.,
Martín-Fernández, J.A., Lima, A., and Doherty, A. (2017).
Assessment of the behavior of potentially toxic elements (PTEs) in
soil from the Sarno River Basin through a compositional data
analysis. In: Geophysical Research Abstracts, Vol. 19, EGU2017-3842,
2017. European Geosciences Union (EGU) General Assembly 2017, Vienna
(Austria), 23?28 April.
2016
- Comas-Cufí, M., Martín-Fernández, J.A., Mateu-Figueras, G.
and Palarea-Albaladejo, J., 2016. A parametric approach to count
data in compositional data sets. II International Workshop on
Proximity Data, Multivariate Analysis and Classification , Barcelona
(Spain), 20-21 October.
- Vives-Mestres, M., Martín-Fernández, J.A. and Kenett, R.S.,
2016. Revisiting MixtureDesign Experiment from a Compositional Point
of View. ENBIS?16, the European Network for Business and Industrial
Statistics, Sheffield(United Kingdom), 11-15 September.
- Martín-Fernández,J.A., Vives-Mestres, M. and Kenett, R.S.,
2016. Association Rules and Compositional Data Analysis: An Odd
Couple? ENBIS?16, the European Network for Business and Industrial
Statistics, Sheffield (United Kingdom), 11-15 September.
- Di Donato, V., Martín-Fernández, J.A., Cardines, C., and
Comas-Cufí, M., 2016. Palaeoenvironmental reconstructions through
compositional data analysis: the CoDaMAT method. 88th Congresso
della Società Geologica Italiana, Naples, 7-8 September.
- Mateu-Figueras, G., Daunis-i-Estadella, J. and
Martín-Fernández, J.A., 2016. MANOVA permutacional con la distancia
de Aitchison. XXXVI Congreso Nacional de
Estadística e Investigación Operativa, Toledo, 5-7 Septiembre.
- Martín-Fernández, J.A., Vives-Mestres, M. and Kenett,
R.S., 2016. Log-ratio measures of interestingness on the analysis of
relations between variables. XXXVI
Congreso Nacional de Estadística e Investigación Operativa, Toledo,
5-7 Septiembre.
- Comas-Cufí, M., Martín-Fernández, J.A., Mateu-Figueras, G.
and Palarea-Albaladejo, J., 2016. A parametric approach to count
zeros imputation in compositional data sets. Royal Statistical
Society 2016 International Conference, University Place, Manchester
(UK), 5-8 September.
- Vives Mestres, M., Daunis-i-Estadella, J., Martín-Fernández,
J.A., 2016. Environmental application of a compositional CUSUM
control chart. XXXVI Congreso Nacional de Estadística e
Investigación Operativa, Toledo, 5-7 Septiembre.
- Comas-Cufí, M., Martín-Fernández, J.A., Mateu-Figueras, G.,
Palarea-Albaladejo, J., 2016. Un enfoque paramétrico para el
tratamiento de ceros de conteo en conjuntos de datos
composicionales. XXXVI Congreso Nacional de Estadística e
Investigación Operativa, Toledo, 5-7 Septiembre.
- Martín-Fernández, J.A., Vives-Mestres, M. and Kenett, R.S.,
2016. Understanding association rules from a compositional data
approach. 48th Meeting of the Italian Statistical Society,
University of Salerno (Italy), June 8-10.
- Martín-Fernández, J.A., Egozcue, J.J. and Pawlowsky-Glahn,
V., 2016. Interpretable principal balances for compositional data in
geochemistry. 35th International Geological Congress, Cape Town,
South Africa, 27 August - 4 September.
2015
- Comas-Cufí, M., Martín-Fernández, J.A. and Mateu-Figueras,
G., 2015. An integrated formulation for merging mixture components
based on posterior probabilities. In: Proceedings of IFCS-2015,
Conference of the International Federation of Classification
Societies, University of Bologna, Italy, July 6th to July
8th.
- Daunis-i-Estadella, J., Mateu-Figueras, G.,
Martín-Fernández, J.A., 2015. Relating sets of ipsative
variables from forced choice questionnaires. A compositional
canonical correlation analysis approach. Presentación oral en
el ESRA 2015, Reykjavik The 6th Conference of the European
Survey Research Association (ESRA). 13th-17th July 2015 in
Reykjavik, Iceland.
- Martín-Fernández, J.A. and Palarea-Albaladejo, J.,
2015. Modelos Hurdle para los ceros estructurales en el análisis
composicional de datos. Abstracts of XXXV Congreso Nacional de
Estadística e Investigación Operativa, 26-29 May, Pamplona, Spain.
- Vives-Mestres, M., Daunis-i-Estadella,
J., and Martín-Fernández, J.A., 2015.
Hotelling T^2 control chart for compositional data and signal
interpretation. Premio Ramiro Melendreras. Abstracts of XXXV
Congreso Nacional de Estadística e Investigación Operativa, 26-29
May, Pamplona, Spain.
- Palarea-Albaladejo, J. and Martín-Fernández, J.A., 2015.
Imputing zeros and left-censored data with zCompositions. In:
Thió-Henestrosa, S. and Martín-Fernández, J.A. (Eds.), Proceedings
of CoDaWork-2015, The
6th Compositional Data Analysis Workshop, June 1-5, University
of Girona, Girona (Spain), ISBN: 978-84-8458-451-3.
- Vives-Mestres, M., Martín-Fernández, J.A. and Kenett, R.,
2015. Exploring CoDa Contribution to a Survey Analysis: ABC Data.
In: Thió-Henestrosa, S. and Martín-Fernández, J.A. (Eds.),
Proceedings of CoDaWork-2015,
The 6th Compositional Data Analysis Workshop, June 1-5,
University of Girona, Girona (Spain), ISBN:
978-84-8458-451-3.
- Comas-Cufí, M., Martín-Fernández, J.A. and Mateu-Figueras,
G., 2015. A compositional approach for merging finite mixture
components. In: Thió-Henestrosa, S. and Martín-Fernández, J.A.
(Eds.), Proceedings of CoDaWork-2015,
The 6th Compositional Data Analysis Workshop, June 1-5,
University of Girona, Girona (Spain), ISBN:
978-84-8458-451-3.
- Mateu-Figueras, G., Daunis-i-Estadella,
J., and Martín-Fernández, J.A., 2015.
Manova for Compositional data, non-parametric first approach. In:
Thió-Henestrosa, S. and Martín-Fernández, J.A. (Eds.), Proceedings
of CoDaWork-2015,
The 6th Compositional Data Analysis Workshop, June 1-5,
University of Girona, Girona (Spain), ISBN:
978-84-8458-451-3.
- Barceló-Vidal, C.,Martín-Fernández, J.A. and Pierotti,
M.E.R., 2015. Niche indices for categorical data: a compositional
approach to specialization. In: Thió-Henestrosa, S. and
Martín-Fernández, J.A. (Eds.), Proceedings of CoDaWork-2015,
The 6th Compositional Data Analysis Workshop, June 1-5,
University of Girona, Girona (Spain), ISBN:
978-84-8458-451-3.
- Vives-Mestres, M, Martín-Fernández, J.A., Kenett, R.S.,
2015. Introduction to Compositional Data Analysis with Applications
to Customer Survey Analysis. In: 15th Annual European Network for
Business and Industrial Statistics Conference (ENBIS-15), 6-10
September, Prague, Czech Republic (Invited talk).
- Vives-Mestres, M. and Martín-Fernández, J.A., 2015.
"Hands-on" session on Compositional Analysis of Data. In: 15th
Annual Conference of European Network for Business and Industrial
Statistics (ENBIS-15), 6-10 September, Prague, Czech Republic.
- Palarea-Albaladejo, J. and Martín-Fernández, J.A., 2015.
Treatment of nondetects in compositional analysis: the R package
zCompositions. In: 17th annual conference of the International
Association for Mathematical Geosciences (IAMG2015) 5-13 September,
Freiberg, Germany.
- Comas-Cufí, M., Buccianti, A., Mateu-Figueras, G. and
Martín-Fernández, J.A., 2015. Finite mixtures of distributions:
compositional model-based clustering. In: 17th annual conference of
the International Association for Mathematical Geosciences
(IAMG2015) 5-13 September, Freiberg, Germany.
- Buccianti, A. and Martín-Fernández, J.A., 2015. co-Chair of
Focus session on Geomap: Regional Geochemistry Mapping with logratio
techniques. In: 17th annual conference of the International
Association for Mathematical Geosciences (IAMG2015) 5-13 September,
Freiberg, Germany.
2014
- Comas-Cufí, C., Martín-Fernández,
J.A., and
Mateu-Figueras, G., 2014.
Merging classes. In: Abstracts of the 1st
International Workshop on Proximity Data, Multivariate Analysis and
Classification, Univ. of Granada, October, 9 -10, Granada (Spain).
- Gallo, M., Trendafilov, N., Todorov, V. and
Martín Fernández, J.A., 2014. Tri-PLS for compositional data.
8th International Conference on PLS and Related Methods (PLS14).
26-28 May 2014. Paris, France.
- Martín-Fernández, J.A., Daunis-i-Estadella, J. and
Thió-Henestrosa, S., 2014. Information Provided by Absolute,
Essential and Structural Zeros in Compositional Data Sets. In:
Proceedings of 47th Scientific meeting of the Italian Statistical
Society, S. Cabras, T. Di Battista and W. Racugno (eds.)(ISBN:
978-88-8467-874-4). SIS-2014, UNIVERSITÀ DI CAGLIARI, Italy, 11-13
JUNE 2014, 4 pages.
- Martín-Fernández, J.A., 2014. Absolute
single-component mapping and uncertainty assessment-Session-Scientific
Committee. First international Workshop on Practical
Aspects of Geochemical Exploration and Mapping with Logratio
Techniques, GeoMap, June 17-20, 2014, Olomouc, Czech Republic.
- M. Vives-Mestres, J. Daunis-i-Estadella and J. A.
Martín-Fernández, 2014. Signal Interpretation in Hotelling's
T2C Control Chart for Compositional Data, 14th Annual Conference of
European Network for Business and Industrial Statistics (ENBIS),
Johannes Kepler Universität, Linz (Austria), September 21st to 25th.
2013
- Comas-Cufí, C., Mateu-Figueras,
G., and Martín-Fernández,
J.A., 2013.
Compositional entropies in model based clustering. In: Abstracts
of the 6th International Conference of the ERCIM WG on COMPUTING
& STATISTICS (ERCIM 2013), 14-16 December 2013, University of
London, UK.
- Martín-Fernández, J.A., Palarea-Albaladejo,
J., and Hron, K., 2013. Zeros in
compositional count data sets: the geometric bayesian-multiplicative
imputation. In: Abstracts of the 6th
International Conference of the ERCIM WG on COMPUTING &
STATISTICS (ERCIM 2013), 14-16 December 2013, University of London,
UK.
- Martín-Fernández, J.A., Comas-Cufí,
M., Daunis-i-Estadella, J., Mateu-Figueras,
G., and Thió-Henestrosa,
S., 2013. Técnicas
composicionales aplicadas a los datos de una encuesta del empleo del
tiempo. In: XXXIV Congreso Nacional de Estadística e Investigación
Operativa y de las VIII Jornadas de Estadística Pública. Castellón,
11-13 September.
- Daunis-i-Estadella, J., Martín-Fernández,
J.A. and Mateu-Figueras,
G., 2013.
MANOVA de datos composicionales. In: XXXIV Congreso Nacional
de Estadística e Investigación Operativa y de las VIII Jornadas de
Estadística Pública. Castellón, 11-13 September.
- Lammer, H., Wurz, P., Lichtenegger, H.I.M.,
and Martín-Fernández, J.A.,
2013. Determination of planetary surface
compositions by exosphere observation and modelling.
Proceedings of the 15th Annual Conference of
the International Association for Mathematical Geosciences (IAMG
2013), Madrid, Spain, 2?6 September.
- Martín-Fernández, J.A., Kolb, C., and Lammer, H.,
2013. Compositional Data Methods To Analyze
Martian Surface Materials.
Proceedings of the 15th Annual Conference of
the International Association for Mathematical Geosciences (IAMG
2013), Madrid, Spain, 2?6 September.
- Martín-Fernández, J.A. and Palarea-Albaladejo, J.,
2013. Compositional data: last advances in the zero problem.
Proceedings of the 15th Annual Conference of
the International Association for Mathematical Geosciences (IAMG
2013), Madrid, Spain, 2?6 September.
- Martín-Fernández, J.A., 2013. Compositional latent
variables, logratios and logcontrasts: underlying concepts in
multivariate methods for compositional data. Proceedings of
the Statitstical Italian Societies
Conference: Advances in Latent Variables - Methods, Models and
Applications (SIS 2013), Brescia, Italia, Department of Economics
and Management, 19?21 June. Electronic
Book ?Advances in Latent Variables?, Eds. Brentari E., Carpita M.,
Vita e Pensiero, Milan, Italy, ISBN 978 88 343 2556 8.
- Vives-Mestres, M., Daunis-i-Estadella, J., and
Martín-Fernández, J.A., 2013. Interpretation of out-of-control
signals in a compositional T2 control chart. Abstracts of the
Workshop on Compositional Data Analysis (CoDaWork 2013), Vorau,
Austria, 4?7 June.
- Mateu-Figueras, G., Daunis-i-Estadella, J. and
Martín-Fernández, J.A., 2013. Analysing
grouped CoDa: Manova and Post-hoc contrasts. Abstracts
of
the Workshop on Compositional Data Analysis (CoDaWork 2013), Vorau,
Austria, 4?7 June.
- Barceló-Vidal, C., Pierotti. M.E.R. and Martín-Fernández,
J.A., 2013. Individual
specialization analysis for count data. Abstracts
of
the Workshop on Compositional Data Analysis (CoDaWork 2013), Vorau,
Austria, 4?7 June.
- Comas-Cufí, M., Mateu-Figueras, G., and
Martín-Fernández, J.A., 2013. Model-based
clustering via Gaussian mixture models: a compositional sensitivity
analysis Abstracts of the Workshop on
Compositional Data Analysis (CoDaWork 2013), 4?7
June.
2012
- Comas-Cufí, C., Mateu-Figueras, Thio-Henestrosa, S.,
Martín-Fernández, J.A. , 2012. Model-based clustering via
Gaussian mixture models for compositional data: protein consumption
in Europe. Abstracts of the 5th International Conference of the
ERCIM WG on COMPUTING & STATISTICS (ERCIM 2012), 1-3 December
2012, Oviedo, Spain, page 132.
- Martín-Fernández, J.A.,2012. Logratio versus traditional
methods in statistical analysis of compositional data. Abstracts of
the 5th International Conference of the ERCIM WG on COMPUTING &
STATISTICS (ERCIM 2012), 1-3 December 2012, Oviedo, Spain, page 108.
- Vives-Mestres, M., Daunis-i-Estadella, J., and
Martín-Fernández, J.A., 2012. Compositional T^2 control chart:
Interpretation of out of control signals. In: Abstracts of the 12th
Annual Conference of the European Network for Business and
Industrial Statistics (ENBIS-12), Ljubljana, Slovenia, 9-13
September 2012.
- Martín-Fernández, J.A.,
Hron, K., Templ, M., Filzmoser, P., and Palarea-Albaladejo,
J., 2012. Evaluating the performance of a Bayesian-multiplicative
treatment of zeros in compositional count data sets. In: Abstracts
ofthe 20th International Conference on Computational Statistics
(COMPSTAT 2012), Limassol, Cyprus, 27-31 August 2012.
- Martín Fernández, J.A. and
Palarea-Albaladejo, J., 2012. Handling Compositional Values Below
Detection Limit in Chemical Data. In: CAC-2012, XIII Chemometrics in
Analytical Chemistry. 25-29 June 2012, Budapest (Hungary).
- Vives-Mestres, M., Daunis-i-Estadella, J., and
Martín-Fernández, J.A., 2012. A Theoretical
Approach to T^2 Control Chart for Compositional Data. In:
CAC-2012, XIII Chemometrics in Analytical Chemistry. 25-29
June 2012, Budapest (Hungary).
- Martín Fernández, J.A. and Palarea-Albaladejo, J., 2012.
Mammal milk composition data analysis: fuzzy clustering approach on
vectors of coordinates. In: XXXIII
Congreso Nacional de Estadística e Investigación Operativa y de las
VII Jornadas de Estadística Pública. Madrid, 17-20 April.
- Daunis-i-Estadella, J., Martín Fernández, J.A.,
Mateu-Figueras, G., 2012. Manova desde una perspectiva
composicional: resultados preliminares. In:
XXXIII Congreso Nacional de Estadística e
Investigación Operativa y de las VII Jornadas de Estadística
Pública. Madrid, 17-20 April.
- Vives-Mestres, M., Daunis-i-Estadella, J., and
Martín-Fernández, J.A., 2012. Gráfico T^2 de Hotelling para datos
composicionales. In: XXXIII
Congreso
Nacional de Estadística e Investigación Operativa y de las VII
Jornadas de Estadística Pública. Madrid, 17-20 April.
- Di Donato V. , Forlano S., Martín-Fernández J.A., and Russo
Ermolli E, 2012. Compositional Analysis of Planktic Foraminifera as
a Tool for the Investigation of Middle to Late Holocene Climate
Changes in the Western Mediterranean. In: Associazione
Italiana per Lo studio del Quaternario, AIQUA-2012, Pisa 15-17
February.
2011
- Palarea-Albaladejo, J. and
Martín-Fernández, J.A., 2011.
Examining distance-based grouping on the simplex sample space: the
fuzzy clustering case. In: Abstracts of
IWSM'11, 26th International Workshop on Statistical Modelling
(IWSM2011), Universitat de Valància July 11-15th, 1 p.
- Di Donato, V., Martín-Fernández, J.A., Daunis-i-Estadella,
J. and Esposito, P., 2011.
Analysis of fossil planktonic foraminifera: the sieve mesh effect.
In: Egozcue, J.J., Tolosana-Delgado, R. and
Ortego, M.I. (eds.) ISBN: 978-84-87867-76-7, electronic publication.
Proceedings of CODAWORK'11, The 4th Compositional Data Analysis
Workshop, May 10-13, Sant Feliu de Guixols, Spain,
5 p.
- Engle, M.A., Geboy, N.J.,
Martín-Fernández, J.A., Olea, R.A., Peucker-Ehrenbrink, B.,
Kolker, A., Krabbenhoft, D.P., Lamothe, P.J., Bothner, M.H., and
Tate, M.T.,
2011. Source apportionment of atmospheric
trace gases and particulate matter: Comparison of compositional and
traditional approaches. In: Egozcue, J.J.,
Tolosana-Delgado, R. and Ortego, M.I. (eds.) ISBN:
978-84-87867-76-7, electronic publication. Proceedings
of
CODAWORK'11, The 4th Compositional Data Analysis Workshop, May
10-13, Sant Feliu de Guixols, Spain, 10
p.
- Lammer, H., Pleger, M., Wurz, P., Martín-Fernández, J.A.,
Lichtenegger, H.I.M. and Khodachenko, M.L.,
2011. Self-consistent modelling of Mercury?s
surface composition and exosphere by solar wind sputtering.
In: Egozcue, J.J., Tolosana-Delgado, R.
and Ortego, M.I. (eds.) ISBN: 978-84-87867-76-7, electronic
publication. Proceedings of CODAWORK'11, The
4th Compositional Data Analysis Workshop, May 10-13, Sant
Feliu de Guixols, Spain, 1
p.
- Martín-Fernández, J.A., Pierotti, M.E. and Barceló-Vidal,
C., 2011. Examining
indices of individual-level resource specialization. In: Egozcue,
J.J.,
Tolosana-Delgado, R. and Ortego, M.I. (eds.) ISBN:
978-84-87867-76-7, electronic publication. Proceedings
of
CODAWORK'11, The 4th Compositional Data Analysis Workshop, May
10-13, Sant Feliu de Guixols, Spain, 4
p.
- Palarea-Albaladejo, J., Martín-Fernández, J.A. and Olea,
R.A., 2011. Non-detect
bootstrap method for estimating distributional parameters of
compositional samples revisited: a multivariate approach.
In: Egozcue, J.J., Tolosana-Delgado, R.
and Ortego, M.I. (eds.) ISBN: 978-84-87867-76-7, electronic
publication. Proceedings of CODAWORK'11, The
4th Compositional Data Analysis Workshop, May 10-13, Sant
Feliu de Guixols, Spain, 9
p.
- Vives-Mestres, M., Daunis-i-Estadella, J. and
Martín-Fernández, J.A., 2011.
Could be the CODA methodology useful in control chart techniques?
In: Egozcue, J.J., Tolosana-Delgado, R.
and Ortego, M.I. (eds.) ISBN: 978-84-87867-76-7, electronic
publication. Proceedings of CODAWORK'11, The
4th Compositional Data Analysis Workshop, May 10-13, Sant
Feliu de Guixols, Spain, 1
p.
- Martín-Fernández, J.A. and Palarea-Albaladejo,
J., 2011. Medidas de diferencia en
el símplex. In: Congreso de la Real Sociedad Matemática Española
(Sesión especial, RSME2011), 1 ? 5 Febrero 2011, Ávila,
España, 2
p.
- Palarea-Albaladejo, J. and Martín-Fernández,
J.A. and , 2011. Practical
issues in statistical modelling of CODA: dealing with zero values.
In: Congreso de la Real Sociedad Matemática Española (Sesión
especial, RSME2011), 1 ? 5 Febrero 2011, Ávila, España, 2
p.
2010
- Pfleger, M., Lammer, H., Lichtenegger, H.I.M.,
Wurz, P., Kallio, E.,
Khodachenko, M. L.,
Martín-Fernández, J. A., 2010.
Self-consistent 3D modeling of Mercury's solar windsurface-exosphere
interaction. In: EPSC Abstracts, v. 5, European Planetary Science
Congress 2010 (EPSC2010), 19 ? 24 September 2010, Rome, Italy, vol.
5, EPSC2010-478.
- Martín-Fernández, J.A., Prados,
F., Boada, I., and Feixas, M., 2010. Compositional distances
for DTI Anisotropy Measures. In: Abstracts of XXXII Congreso
Nacional de Estadística e Investigación Operativa, 14 ?
17 September 2010,
A Coruña, Spain, p. 63 ?
64 (ISBN:
978-84-693-6152-8).
2009
- Di Donato, V, Martín-Fernández,
J.A., Sagarrella, F., 2009, Foraminiferal assemblages response
to environmental changes during the last 130 ka in the Tyrrhenian
Sea. In: Abstracts of the 13th Regional Committee On Mediterranean
Neogene Stratigraphy coongress (Rcmns?09), 2nd -6th September,
Naples, Italy, p. 195-196.
- Martín-Fernández, J.A.,
2009, Simulation for Engineering: a Problem-Based Learnig, In:
Abstracts of International Conference on Education and New Learning
Technologies (EDULEARN09), Barcelona, Spain, 6-8 July, 4p. CD-ROM.
(ISBN: 978-84-612-9802-0).
- Martín-Fernández, J.A. and Di
Donato, V., 2009, Revisiting the Modern Analogue
Technique, In: Abstracts of 11th Conference of IFCS (IFCS'09),
Dresden, Germany, 13-18 March, p. 107.
- Martín-Fernández, J.A.
and Palarea-Albaladejo, J., 2009, Enfoque
Composicional para el Análisis de Datos sobre Empleo del Tiempo,
In: Proceedings of XXXI Congreso Nacional de Estadística
e Investigación Operativa, Murcia, Spain, February 10-13, p.
69.
CD-ROM. (ISBN:
978-84-691-8159-1)
.
- Martín-Fernández, J.A., Olea,
R.A., and Palarea-Albaladejo, J., 2009,
Multivariate approach using bootstraping for the inference of
distributional parameters of samples containing compositional values
below detection limit, In: Proceedings of XXXI Congreso
Nacional de Estadística e Investigación Operativa, Murcia, Spain,
February 10-13, p. 54.
CD-ROM. (ISBN:
978-84-691-8159-1)
.
2008
-
Martín-Fernández, J.A. and Pierotti, M.ER.,
2008, New Tools for compositional data analysis of male preference
in fish species, In: International Biometric
Conference, Dublin,
13 ? 18 July 2008.
- Palarea-Albaladejo, J. and
Martín-Fernández, J.A., 2008. Discovering
Similarities in the Time Use Patterns of the Spanish Autonomous
Communities by Fuzzy Techniques.
In: Daunis-i-Estadella, J. and Martín-Fernández,
J.A. (Eds.), Proceedings of CODAWORK'08, The 3rd Compositional Data
Analysis Workshop, May 27-30, University of Girona, Girona
(Spain), CD-ROM (ISBN:
978-84-8458-272-4), 11 p.
- Di Donato, V.
and Martín-Fernández, J.A., 2008. CODAMAT: a
Modern Analogue Technique for compositional data.
In: Daunis-i-Estadella, J. and Martín-Fernández,
J.A. (Eds.), Proceedings of CODAWORK'08, The 3rd Compositional Data
Analysis Workshop, May 27-30, University of Girona, Girona
(Spain), CD-ROM (ISBN:
978-84-8458-272-4), 4 p.
- Chacón, J.E., Martín-Fernández,
J.A. and Mateu-Figueras, G., 2008.
A comparison of the alr and ilr transformations for kernel density
estimation of compositional data.
In: Daunis-i-Estadella, J. and Martín-Fernández,
J.A. (Eds.), Proceedings of CODAWORK'08, The 3rd Compositional Data
Analysis Workshop, May 27-30, University of Girona, Girona
(Spain), CD-ROM (ISBN:
978-84-8458-272-4), 6 p.
- Lammer, H., Wurz,
P., Martín-Fernández, J.A., Lichtenegger,
H.I.M. and Khodachenko, M.L., 2008. Modelling
of Mercury's composition and remote detection from the orbit with
the Bepi Colombo Mercury Planetary Orbiter. In:
Daunis-i-Estadella,
J. and Martín-Fernández, J.A. (Eds.), Proceedings of CODAWORK'08,
The 3rd Compositional Data Analysis Workshop, May 27-30,
University of Girona, Girona (Spain), CD-ROM (ISBN:
978-84-8458-272-4), 10 p.
- Daunis-i-Estadella, J.,
Martín-Fernández, J.A. and
Palarea-Albaladejo, J., 2008. Bayesian tools
for count zeros in compositional data.
In: Daunis-i-Estadella, J. and Martín-Fernández,
J.A. (Eds.), Proceedings of CODAWORK'08, The 3rd Compositional Data
Analysis Workshop, May 27-30, University of Girona, Girona
(Spain), CD-ROM (ISBN:
978-84-8458-272-4), 8 p.
2007
-
Pierotti, M.ER., Martín-Fernández, J.A., and Seehausen, O.,
2007, Individual male mating preferences in a lake Victoria cichlid
fish: a role for sex ratio selection?, In: European Society for
Evolutionary Biology XI Congress, Symposium XXIV: "Sexual selection:
Testing the alternatives 25 years later", Upsala, Sweden, August
20-25, p. 465.
- Martin-Fernández, J.A. and Di
Donato, V., 2007, New tools in
Modern Analogue Techniques: the number of analogues, In:
Proceedings of XXX Congreso Nacional de Estadística e
Investigación Operativa, Valladolid, Spain, September 25-28, p.
117.
CD-ROM. (ISBN:
978-84-690-7249-3).
- Martín-Fernández, J.A.,
Barceló-Vidal, C., Daunis-i-Estadella, J.,
2007, La perturbación: piedra angular del análisis de datos
composicionales, In: Proceedings of XXX Congreso
Nacional de Estadística e Investigación Operativa, Valladolid,
Spain, September 25-28, p. 117,
CD-ROM. (ISBN:
978-84-690-7249-3).
- Daunis-i-Estadella, J.,
Martín-Fernández, J.A., Mateu-Figueras, G., Palarea-Albaladejo,
J., 2007, Métodos de reemplazamiento de ceros en
conjuntos de datos composicionales de tipo recuento, In: Proceedings
of XXX Congreso Nacional de Estadística e Investigación Operativa,
Valladolid, Spain, September 25-28, p. 83.
CD-ROM. (ISBN:
978-84-690-7249-3)
.
- Palarea-Albaladejo, J., Martín-Fernández,
J.A., and Gómez-García, J., 2007, Modelización
y Análisis de Datos sobre Proporciones, In: Proceedings
of XXI
Reunión Anual de la Asociación de Economía
Aplicada (ASEPELT'07), Valladolid, Spain,
June 20-23, p. 259-276.
- Palarea-Albaladejo, J.,
Daunis-i-Estadella, J. and Martín-Fernández, J.A., 2007, A
convenient device for replacing rounded zeros in compositional data:
aln model. In: Proceedings of
the International Workshop of Statistical Modelling, Barcelona, July
2-6, p. 476-470.
- Martín-Fernández, J.A.,
Barceló-Vidal, C., Kolb, C., and Lammer, H., 2007, Compositional
modelling
of sediment formation at the surface of Mars. In:
Proceedings of the International Workshop of Statistical Modelling,
Barcelona, July 2-6, p. 431-434.
- Barceló-Vidal, C., Aguilar, L.
and Martín-Fernández, J.A., 2007, Time
Series
of Compositional Data: A First Approach. In: Proceedings of
the International Workshop of Statistical Modelling, Barcelona, July
2-6, p. 81-86.
2006
- Martín-Fernández, J. A.,
Chacón, J. E., and Mateu-Figueras, G., 2006, Updating on the Kernel
Density Estimation for Compositional Data. In: Dipt. Statistica,
Probabilità e Statistiche Applicate, University of Rome "La
Sapienza" (Eds.), Proceedings of 17th Conference IASC-ERSS,
Compstat, Roma (I), p. 713-720. (ISBN
3-7908-1708-2)
- Martín-Fernández, J. A.,
Daunis-i-Estadella, J., and Mateu-Figueras, G., 2006, Técnicas
paramétricas de clasificación automática para datos composicionales:
resultados preliminares. In: Contribuciones
a
la Estadística y a la Investigación Operativa, Sicilia et al.
(Eds.),
La Laguna, SPAIN, p. 1253-1269.
CD-ROM. (ISBN: 84-689-8552-X)
- Palarea-Albaladejo, J. and
Martín-Fernández, J. A., 2006, Valores composicionales por debajo
del límite de detección: un reemplazamiento paramétrico. In: In: Contribuciones
a
la Estadística y a la Investigación Operativa, Sicilia et al.
(Eds.),
La Laguna, SPAIN, p. 1366-1382.
CD-ROM. (ISBN:
84-689-8552-X)
2005
- Kolb C.,
Martín-Fernández, J.A., Abart, R., Lammer, H.,
Thió Fernández de Henestrosa, S., Pawlowsky-Glahn, V., 2005. The
chemical variability at the surface of Mars: implications for
exogenic processes. In: Mateu-Figueras, G. and
Barceló-Vidal, C. (Eds.), Proceedings of CODAWORK'05, The Second
Compositional Data Analysis Workshop, October 19-21,
University of Girona, Girona (Spain), CD-ROM, ISBN:
84-8458-222-1, 14 p.
- Palarea-Albaladejo,
J.;
Martín-Fernández, J. A.; and Gómez-García, J., 2005. alr-approach
for replacing values below the detection limit. In:
Mateu-Figueras, G. and Barceló-Vidal, C. (Eds.), Proceedings of
CODAWORK'05, The Second Compositional Data Analysis
Workshop, October 19-21, University of Girona, Girona
(Spain), CD-ROM, ISBN: 84-8458-222-1, 13 p.
- Kolb
C., Abart, R., Lammer, H., Martín-Fernández, J.A.,
Pawlowsky-Glahn, V., Thió Fernández de Henestrosa, S.,
2005. The chemical variability at the surface of Mars:
statistical analysis on lander data. Abstracts of the 1st
Mars Express Science conference, European Space Research
and Technology Centre, Noordwijk (21-25 February-2005),
Netherlands, p. 179.
- Presta, S., Pàlach, M.A., Zafra,
F.J., Martín, J.A., Sarquella, P., Mutjé, P., 2005, Bubble
size
characterization in a flotation deinking cell. In: Proceedings of
the 7th World Congress of Chemical Engineering, July 10-14, Glasgow
(UK), CD-ROM, 9 p.
2004
- Daunis-i-Estadella,
J.,
Tolosana-Delgado, R., Martín-Fernández, J. A., and
Thió-Henestrosa, S., 2004, Estrategias de análisis de datos
composicionales mediante técnicas biplot y representaciones
ternarias. In: Dept. EIO, UCA (Eds.), Proceedings of XXVIII
Congreso Nacional de Estadística e Investigación Operativa,
Cádiz (E), CD-ROM, ISBN: 84-689-0438-4, 11 p.
- Martín-Fernández,
J.
A., Daunis-i-Estadella, J., and Mateu-Figueras, G., 2004,
Clasificación paramétrica de datos composicionales: aproximación
metodológica. In: Dept. EIO, UCA (Eds.), Proceedings of XXVIII
Congreso Nacional de Estadística e Investigación Operativa,
Cádiz (E), CD-ROM, ISBN: 84-689-0438-4, 18 p.
- Palarea-Albaladejo,
J.,
Martín-Fernández, J. A., and Gómez-García, J., 2004,
Dificultades en la aplicación de técnicas paramétricas para el
problema de los ceros composicionales: un estudio de caso. In:
Dept. EIO, UCA (Eds.), Proceedings of XXVIII Congreso Nacional
de Estadística e Investigación Operativa, Cádiz (E), CD-ROM,
ISBN: 84-689-0438-4, 21 p.
- Palarea-Albaladejo,
J.,
Gómez-García, J., and Martín-Fernández, J. A., 2004, Inferencia
estadística con datos faltantes: análisis comparado de métodos
según patrones y mecanismos de no respuesta. In: Dept. EIO, UCA
(Eds.), Proceedings of XXVIII Congreso Nacional de Estadística e
Investigación Operativa, Cádiz (E), CD-ROM, ISBN: 84-689-0438-4,
31 p.
- Thió-Henestrosa,
S.
and Martín-Fernández, J.A., 2004, Exploring the "Halimba
Bauxite Deposit" data with CoDaPack. An Excel based freeware
package for compositional data: 32nd Int. Geol. Congr.,
Florence (I), Abs. Vol., pt. 1, abs. 41-5, p. 212.
- Martín-Fernández,
J.
A., Pawlowsky-Glahn, V., Ó.Kovács, L. and Kovács, G. P., 2004,
Subcompositonal exploration in the database of cenozoic
volcanites of Hungary: 32nd Int. Geol.
Congr., Florence (I), Abs. Vol., pt. 1, abs. 41-16,
p. 214.
- Martín-Fernández,
J.A.,
Ó.Kovács,
L., Kovács, G.P. and Pawlowsky-Glahn, V., 2004, The treatment of
zeros in compositional data analysis: the database of cenozoic
volcanites of Hungary: 32nd Int. Geol.
Congr., Florence (I), Abs. Vol., pt. 1, abs. 41-12,
p. 213.
2003
- Martín-Fernández,
J.
A.; Palarea-Albaladejo, J. and Gómez-García, J., 2003, Markov
Chain Monte Carlo Method Applied To Rounding Zeros Of
Compositional Data: First Approach. In: Thió-Henestrosa, S. and
Martín-Fernández, J.A. (Eds.), Proceedings of CODAWORK'03, The
First Compositional Data Analysis Workshop, October 15-17,
University of Girona, Girona (Spain), CD-ROM, ISBN:
84-8458-111-X, 12 p.
- Martín-Fernández,
J.
A.; Pawlowsky-Glahn, V; Barceló-Vidal, C.; Kovács, L. Ó.
and Kovács G. P., 2003, Major-Element Trends In Cenozoic
Volcanites Of Hungary. In: Thió-Henestrosa, S. and
Martín-Fernández, J.A. (Eds.), Proceedings of CODAWORK'03, The
First Compositional Data Analysis Workshop, October 15-17,
University of Girona, Girona (Spain), CD-ROM, ISBN:
84-8458-111-X, 14p.
- Thió-Henestrosa,
S;
Barceló-Vidal,
C.; Martín-Fernández, J. A. and Pawlowsky-Glahn, V., 2003,
CoDaPack. An Excel and Visual Basic Based Sotfware of
Compositional Data Analysis. Current Version and Discussion for
Upcoming Versions. In: Thió-Henestrosa, S. and Martín-Fernández,
J.A. (Eds.), Proceedings of CODAWORK'03, The First Compositional
Data Analysis Workshop, October 15-17, University of
Girona, Girona (Spain), CD-ROM, ISBN: 84-8458-111-X, 8p.
- Martín-Fernández,
J.
A.; Pawlowsky-Glahn, V. and Barceló-Vidal, C., 2003,
Clasificación no paramétrica de datos composicionales. Libro de
actas del XXVII Congreso Nacional de Estadística e Investigación
Operativa, Lleida (E).CD-ROM, p. 455-470.
- Mateu-Figueras,
G.;
Martín-Fernández,
J. A.; Pawlowsky-Glahn, V. and Barceló-Vidal, C., 2003, El
problema del análisis estadístico de datos composicionales.
Libro de actas del XXVII Congreso Nacional de Estadística e
Investigación Operativa, Lleida (E). CD-ROM, p . 480-488.
- Barceló-Vidal,
C.;
Martín-Fernández,
J.
A. and Pawlowsky-Glahn, V., 2003, Fundamentos matemáticos de los
datos composicionales. Libro de actas del XXVII Congreso
Nacional de Estadística e Investigación Operativa, Lleida (E).
CD-ROM, p . 539-561.
- Barceló-Vidal,
C.;
Daunis-Estadella, J.; Martín-Fernández, J. A.; Martín-Verdejo,
F.; Mateu-Figueras, G. and Thió-Henestrosa, S., 2003, La
Estadística y las Tecnologías de la Información y la
Comunicación: Proyecto de Innovación Docente. Libro de actas del
XXVII Congreso Nacional de Estadística e Investigación
Operativa, Lleida (E). CD-ROM, p . 1021-1031.
2002
- Barceló-Vidal,
C.
and Martín-Fernández, J.A., 2002, Differential Calculus on the
simplex. In: Terra Nostra, Proceedings of IAMG'02, 8th Annual
Conference of the International Association for Mathematical
Geology. Germany (Berlin). vol 3, pp. 393-398.
- Mateu-Figueras,
G.;
Pawlowsky-Glahn, V. and Martín-Fernández, J.A., 2002, Normal in
R+ vs lognormal in R. In: Terra Nostra, Proceedings of IAMG'02,
8th Annual Conference of the International Association for
Mathematical Geology. Germany (Berlin). vol 3, pp. 305-310.
- Thió-Henestrosa,
S.;
Barceló-Vidal,
C.; Martín-Fernández, J.A. and Pawlowsky-Glahn, V., 2002,
CoDaPack. A Userfriendly Freeware. In: Terra Nostra, Proceedings
of IAMG'02, 8th Annual Conference of the International
Association for Mathematical Geology. Germany (Berlin). vol 3,
pp. 429-434.
- Bren, M. and
Martín-Fernández, J.A., 2002, The Metric Index of the Measure of
Difference for Compositional Data Based on the Kullback-Leibler
Information Number. Abstracts of the IFCS conference. Program
and abstracts IFCS 2002 Data Analysis, Classification, and
Related Methods Ed. A.Sokolowski, K.Jajuga. Cracow (Polonia), p.
50-51.
2001
- Martín-Fernández,
J.
A., Pawlowsky-Glahn, V., Thió-Henestrosa, S. and Barceló-Vidal,
C., 2001, Handling zeros in compositional data sets. In: S. Roth
and A. Rüggeberg (eds.), Margins Meeting (Kiel), Schriftenreihe
der Deutschen Geologischen Gesellschaft, Heft 14, ISSN
1616-0606, ISBN 3-932537-14-9, Hannover (D), p. 130.
- Barceló-Vidal,
C.,
Martín-Fernández,
J.A.
and Pawlowsky-Glahn, V., 2001, Mathematical Foundations of
Compositional Data Analysis, in Proceedings of the Annual
Conference of the International Assotiation for Mathematical
Geology, Cancun (Mexico), CD-ROM, 20p. .
- Martín-Fernández
J.A.
and Bren, M., 2001, Some Practical Aspects on Multidimensional
Scaling of Compositional Data, in Proceedings of the
Annual Conference of the International Assotiation for
Mathematical Geology, Cancun (Mexico), CD-ROM, 16p.
2000
- Bren, M. and
Martín-Fernández, J.A., 2000, The unit simplex unitary
space-sample for compositional data, Boletín Geológico y
Minero, Vol. 111 (6), pp. 135. [Instituto
Geológico y Minero de España, Ministerio de Ciencia y
Tecnología]
- Martín-Fernández,
J.A.,
Barceló-Vidal,
C.
and Pawlowsky-Glahn, V., 2000, Zero replacement in
Compositional Data, in Advances in Data Science and
Classification. Proceedings of the 7th Conference of the
International Federation of Classification Societies, University
of Namur (Belgium), Ed. Kiers, H.A.L:, Rasson, J.-P., Groenen,
P.J.F., and Schader, M., Springer-Verlag, Berlin (Germany), pp.
155-160.
- M. Bren
and Martín-Fernández, J.A., 2000, Visualization of
compositional data on the clr-plane, in: Abstracts of the
International Conference on Methodology and Statistics, Preddvor
(Slovenia), pp.17.
<2000
- Martín-Fernández,
J.A.,
Bren, M., Barceló-Vidal, C. and Pawlowsky-Glahn, V., 1999,
A Measure of Difference for Compositional Data based on measures
of divergence, in: Proceedings of the Fifth Annual
Conference of the International Assotiation for Mathematical
Geology, Ed. Lippard, S.J., Naess, A., and
Sinding-Larsen, R.. Trondheim (Norway), Vol. 1, pp. 211-215.
- Bren, M. and
Martín-Fernández, J.A, 1999, Measures of difference for
Compositional Data, in: Abstracts of the International
Conference on Methodology and Statistics, Preddvor (Slovenia),
pp. 22.
- Martín, J.A.,
Barceló, C. and Pawlowsky, V., 1998, Critical Approach to
Non-Parametric Classification of Compositional Data, in:
Advances in Data Science and Classification. Proceedings
of the sixth Conference of the International Federation of
Classification Societies, Università La Sapienza (Roma), Ed.
Rizzi, A. ,Vichi, M. and Bock, H.H. Springer-Verlag, Berlin (G),
pp. 49-56.
- Martín, J.A.,
Barceló, C. and Pawlowsky, V., 1998, Measures of
Difference for Compositional Data and Hierarchical Clustering
Methods, in: Proceedings of the Fourth Annual Conference
of the International Association for Mathematical Geology,
Ed. Buccianti, A. , Nard, G. and Potenza, R. Naples (I),
Part 2, pp. 526-531.
- Martín-Fernández,
J.A.,
Barceló-Vidal,
C.,
and Pawlowsky-Glahn, V., 1998, Medida de diferencia de
Kullback-Leibler entre datos composicionales, in: Libro de Actas
del XXIV Congreso Nacional de Estadística e Investigación
Operativa, Ed. Sociedad Española de Estadística e Investigación
Operativa, Almería (E), pp. 291-292.
- Martín, J.A.,
Barceló, C., and Pawlowsky, V., 1997, Different Classifications
of the Darss Sill Data Set Based on Mixture Models for
Compositional Data, in: Proceedings of the Third annual
conference of the International Association for Mathematical
Geology, Ed. Pawlowsky-Glahn, V., CIMNE, , Barcelona(E), Vol. I,
pp. 151-156.
- Pawlowsky,
V., Simarro, G., and Martín, J.A., 1997, Spatial Cluster
Analysis using a Generalised Mahalanobis Distance, in:
Proceedings of IAMG?97. The Third annual conference of the
International Association for Mathematical Geology, Ed.
Pawlowsky-Glahn, V., CIMNE, , Barcelona(E), Vol. I, pp. 175-180.