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Stata: a really short introduction

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Bibliographic Details
Main Author:	Bittmann, Felix 1991- (Author)
Format:	Book
Language:	English
Published:	Berlin ; Boston De Gruyter Oldenbourg [2019]
Subjects:	Stata Fachhochschul-/Hochschulausbildung Einführung
Online Access:	http://www.degruyter.com/search?f_0=isbnissn&q_0=9783110617290&searchTitles=true https://www.degruyter.com/doc/cover/9783110617290.jpg Inhaltsverzeichnis Inhaltsverzeichnis
Physical Description:	VII, 161 Seiten Diagramme 24 cm x 17 cm, 338 g
ISBN:	9783110617290 3110617293

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MARC


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Record in the Search Index

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adam_text	CONTENTS LIST OF NOTES* VIII 1 INTRODUCTION * 1 1.1 FORMATTING* 1 1.2 GRAPHIC STYLE * 2 1.3 VERSION INFO * 3 1.4 ONLINE RESOURCES * 3 1.5 CHEAT SHEET * 3 2 THE FIRST STEPS * 4 2.1 THE GRAPHICAL USER INTERFACE (GUI) * 4 2.2 OPENING STATA FILES * 5 2.3 IMPORTING NON-STATA FILE FORMATS * 7 2.4 ENTERING DATA MANUALLY* 7 2.5 USING PREINSTALLED DATA * 8 2.6 SAVING AND EXPORTING DATA * 9 2.7 THE BASIC WORKFLOW * 10 2.8 DO-FILES * 11 2.9 DELIMIT AND LINE BREAKS* * 14 3 CLEANING AND PREPARING DATA * 16 3.1 GETTING TO KNOW YOUR DATA * 16 3.2 VARIABLE NAMES AND LABELS * 18 3.3 LABELING VALUES * 19 3.4 IDS AND UNIQUE IDENTIFIERS * 21 3.5 MISSING VALUES * 24 3.6 CREATING NEW VARIABLES * 26 3.6.1 SPECIAL FUNCTIONS * 28 3.7 THE IF QUALIFIER* 30 3.8 CHANGING AND REPLACING VARIABLES* 32 3.9 REMOVING OBSERVATIONS AND VARIABLES * 3.10 CLEANING DATA SYSTEMATICALLY * 36 3.11 COMBINING DATASETS* * 38 3.11.1 APPENDING DATASETS * 38 3.11.2 ONE-TO-ONE MERGE * 39 3.11.3 MANY-TO-ONE MERGE * 41 3.11.4 ONE-TO-MANY MERGE ---- 42 3.11.5 ALL PAIRWISE COMBINATIONS * 42 3.12 RESHAPING DATA** 43 4 4.1 4.2 4.3 4.4 4.5 4.6 4.7 4.8 4.9 4.9.1 4.10 4.11 4.12 4.13 5 5.1 5.2 5.3 5.4 6 6.1 6.2 6.3 6.4 6.5 6.6 6 . 6.1 6.6.2 6.6.3 6.6.4 6.7 7 7.1 7.2 7.3 7.3.1 7.4 7.4.1 DESCRIBING DATA * 46 SUMMARIZING INFORMATION * 47 USING STORED RESULTS* * 49 HISTOGRAMS * 51 BOXPLOTS ---- 53 SIMPLE BAR CHARTS * 55 SCATTERPLOTS * 56 FREQUENCY TABLES * 58 SUMMARIZING INFORMATION BY CATEGORIES * 61 EDITING AND EXPORTING GRAPHS * 64 COMBINING GRAPHS * 65 CORRELATIONS * 67 TESTING FOR NORMALITY ---- 68 T-TEST FOR GROUPS* * 69 WEIGHTING* ---- 71 INTRODUCTION TO CAUSAL ANALYSIS * 73 CORRELATION AND CAUSATION * 73 CAUSAL GRAPHS * 74 ESTIMATING CAUSAL EFFECTS * 77 WHAT DOES CONTROLLING ACTUALLY MEAN?* * 79 REGRESSION ANALYSIS * 83 RESEARCH QUESTION * 83 WHAT IS A REGRESSION? * 84 BINARY INDEPENDENT VARIABLE * 85 ORDINAL INDEPENDENT VARIABLE * 87 METRIC INDEPENDENT VARIABLE * 91 INTERACTION EFFECTS* * 94 THE CLASSIC WAY * 96 MARGINAL EFFECTS * 96 PREDICTED VALUES * 97 SEPARATE ANALYSES BY SUBGROUPS * 99 STANDARDIZED REGRESSION COEFFICIENTS* * 100 REGRESSION DIAGNOSTICS * 102 EXOGENEITY* 102 RANDOM SAMPLING* 103 LINEARITY IN PARAMETERS * 103 SOLUTIONS ---- 106 MULTICOLLINEARITY ---- 107 SOLUTIONS * 108 7.5 HETEROSCEDASTICITY* 108 7.5.1 SOLUTIONS ---- 110 7.6 INFLUENTIAL OBSERVATIONS* 113 7.6.1 DFBETAS* 114 7.6.2 COOKS DISTANCE ---- 115 7.7 SUMMARY ---- 117 8 LOGISTIC REGRESSION * 119 8.1 INTRODUCTION * 119 8.2 CONTROL VARIABLES * 125 8.3 NESTED MODELS ---- 129 8.4 DIAGNOSTICS * 130 8.4.1 MODEL MISSPECIFICATION * 130 8.4.2 SAMPLE SIZE AND EMPTY CELLS * 130 8.4.3 MULTICOLLINEARITY ---- 131 8.4.4 INFLUENTIAL OBSERVATIONS * 132 9 MATCHING* 134 9.1 SIMULATING AN EXPERIMENT* 134 9.2 PROPENSITY SCORE MATCHING* 135 9.3 MATCHING DIAGNOSTICS * 138 9.3.1 COMMON SUPPORT* 138 9.3.2 BALANCING OF COVARIATES * 139 10 REPORTING RESULTS * 141 10.1 TABLES* 141 10.2 GRAPHS ---- 144 11 WRITING A SEMINAR PAPER* 150 11.1 THE BASIC STRUCTURE * 150 11.2 MASTER DO-FILES * 152 12 THE NEXT STEPS * 153 12.1 ONLINE SOURCES AND MANUALS * 153 12.2 BOOKS * 153 REFERENCES* 155 COPYRIGHT * 157 INDEX* 158
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author	Bittmann, Felix 1991-
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author_facet	Bittmann, Felix 1991-
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bvnumber	BV045504117
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ctrlnum	(OCoLC)1090118921 (DE-599)DNB1162290404
discipline	Informatik Soziologie Wirtschaftswissenschaften
format	Book
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spelling	Bittmann, Felix 1991- Verfasser (DE-588)1064679242 aut Stata a really short introduction Felix Bittmann Berlin ; Boston De Gruyter Oldenbourg [2019] VII, 161 Seiten Diagramme 24 cm x 17 cm, 338 g txt rdacontent n rdamedia nc rdacarrier Stata (DE-588)4617285-3 gnd rswk-swf Fachhochschul-/Hochschulausbildung (DE-588)4151278-9 Einführung gnd-content Stata (DE-588)4617285-3 s DE-604 De Gruyter Oldenbourg (DE-588)1065492103 pbl Erscheint auch als Online-Ausgabe, PDF 978-3-11-061716-0 Erscheint auch als Online-Ausgabe, EPUB 978-3-11-061719-1 X:MVB http://www.degruyter.com/search?f_0=isbnissn&q_0=9783110617290&searchTitles=true X:MVB https://www.degruyter.com/doc/cover/9783110617290.jpg B:DE-101 application/pdf http://d-nb.info/1162290404/04 Inhaltsverzeichnis DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=030888767&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis
spellingShingle	Bittmann, Felix 1991- Stata a really short introduction Stata (DE-588)4617285-3 gnd
subject_GND	(DE-588)4617285-3 (DE-588)4151278-9
title	Stata a really short introduction
title_auth	Stata a really short introduction
title_exact_search	Stata a really short introduction
title_full	Stata a really short introduction Felix Bittmann
title_fullStr	Stata a really short introduction Felix Bittmann
title_full_unstemmed	Stata a really short introduction Felix Bittmann
title_short	Stata
title_sort	stata a really short introduction
title_sub	a really short introduction
topic	Stata (DE-588)4617285-3 gnd
topic_facet	Stata Einführung
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