Verfügbarkeit: Regression | Technische Universität München

Regression: models, methods and applications

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Bibliographische Detailangaben
Beteiligte Personen:	Fahrmeir, Ludwig 1945- (VerfasserIn), Kneib, Thomas 1976- (VerfasserIn), Lang, Stefan 1970- (VerfasserIn), Marx, Brian D. 1960- (VerfasserIn)
Format:	Elektronisch E-Book
Sprache:	Englisch
Veröffentlicht:	Berlin ; Heidelberg Springer [2013]
Schlagwörter:	Regressionsanalyse
Links:	https://doi.org/10.1007/978-3-642-34333-9 https://doi.org/10.1007/978-3-642-34333-9 https://doi.org/10.1007/978-3-642-34333-9 https://doi.org/10.1007/978-3-642-34333-9 https://doi.org/10.1007/978-3-642-34333-9 https://doi.org/10.1007/978-3-642-34333-9 https://doi.org/10.1007/978-3-642-34333-9 https://doi.org/10.1007/978-3-642-34333-9 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=026059935&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=026059935&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA
Beschreibung:	Aus dem Vorwort: "This book is partly based on a preceding German version that has been translated and considerably extended."
Umfang:	1 Online-Ressource (xiv, 698 Seiten) Illustrationen, Diagramme
ISBN:	9783642343339
DOI:	10.1007/978-3-642-34333-9

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Datensatz im Suchindex

DE-BY-TUM_katkey	1937954
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adam_text	REGRESSION / FAHRMEIR, LUDWIG : 2013 TABLE OF CONTENTS / INHALTSVERZEICHNIS INTRODUCTION REGRESSION MODELS THE CLASSICAL LINEAR MODEL EXTENSIONS OF THE CLASSICAL LINEAR MODEL GENERALIZED LINEAR MODELS CATEGORICAL REGRESSION MODELS MIXED MODELS NONPARAMETRIC REGRESSION STRUCTURED ADDITIVE REGRESSION QUANTILE REGRESSION A MATRIX ALGEBRA B PROBABILITY CALCULUS AND STATISTICAL INFERENCE BIBLIOGRAPHY INDEX DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT. REGRESSION / FAHRMEIR, LUDWIG : 2013 ABSTRACT / INHALTSTEXT THE AIM OF THIS BOOK IS AN APPLIED AND UNIFIED INTRODUCTION INTO PARAMETRIC, NON- AND SEMIPARAMETRIC REGRESSION THAT CLOSES THE GAP BETWEEN THEORY AND APPLICATION. THE MOST IMPORTANT MODELS AND METHODS IN REGRESSION ARE PRESENTED ON A SOLID FORMAL BASIS, AND THEIR APPROPRIATE APPLICATION IS SHOWN THROUGH MANY REAL DATA EXAMPLES AND CASE STUDIES. AVAILABILITY OF (USER-FRIENDLY) SOFTWARE HAS BEEN A MAJOR CRITERION FOR THE METHODS SELECTED AND PRESENTED. THUS, THE BOOK PRIMARILY TARGETS AN AUDIENCE THAT INCLUDES STUDENTS, TEACHERS AND PRACTITIONERS IN SOCIAL, ECONOMIC, AND LIFE SCIENCES, AS WELL AS STUDENTS AND TEACHERS IN STATISTICS PROGRAMS, AND MATHEMATICIANS AND COMPUTER SCIENTISTS WITH INTERESTS IN STATISTICAL MODELING AND DATA ANALYSIS. IT IS WRITTEN ON AN INTERMEDIATE MATHEMATICAL LEVEL AND ASSUMES ONLY KNOWLEDGE OF BASIC PROBABILITY, CALCULUS, AND STATISTICS. THE MOST IMPORTANT DEFINITIONS AND STATEMENTS ARE CONCISELY SUMMARIZED IN BOXES. TWO APPENDICES DESCRIBE REQUIRED MATRIX ALGEBRA, AS WELL AS ELEMENTS OF PROBABILITY CALCULUS AND STATISTICAL INFERENCE DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
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spellingShingle	Fahrmeir, Ludwig 1945- Kneib, Thomas 1976- Lang, Stefan 1970- Marx, Brian D. 1960- Regression models, methods and applications Regressionsanalyse (DE-588)4129903-6 gnd
subject_GND	(DE-588)4129903-6
title	Regression models, methods and applications
title_alt	Regression
title_auth	Regression models, methods and applications
title_exact_search	Regression models, methods and applications
title_full	Regression models, methods and applications Ludwig Fahrmeir, Thomas Kneib, Stefan Lang, Brian Marx
title_fullStr	Regression models, methods and applications Ludwig Fahrmeir, Thomas Kneib, Stefan Lang, Brian Marx
title_full_unstemmed	Regression models, methods and applications Ludwig Fahrmeir, Thomas Kneib, Stefan Lang, Brian Marx
title_short	Regression
title_sort	regression models methods and applications
title_sub	models, methods and applications
topic	Regressionsanalyse (DE-588)4129903-6 gnd
topic_facet	Regressionsanalyse
url	https://doi.org/10.1007/978-3-642-34333-9 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=026059935&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=026059935&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA
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