Cargando…

Data analysis with Stata : explore the big data field and learn how to perform data analytics and predictive modeling in Stata /

Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Kothari, Prasad (Autor)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Birmingham, UK : Packt Publishing, 2015.
Colección:Professional expertise distilled.
Temas:
Acceso en línea:Texto completo

MARC

LEADER 00000cam a2200000Ii 4500
001 EBSCO_ocn927973409
003 OCoLC
005 20231017213018.0
006 m o d
007 cr |n|||||||||
008 151106s2015 enka o 001 0 eng d
040 |a IDEBK  |b eng  |e pn  |c IDEBK  |d YDXCP  |d N$T  |d UMI  |d OCLCF  |d COO  |d ORZ  |d OCLCA  |d OCLCQ  |d EBLCP  |d OCLCQ  |d DEBBG  |d IDB  |d OCLCQ  |d MERUC  |d OCLCQ  |d VT2  |d OCLCO  |d CEF  |d OCLCQ  |d OCLCO  |d UAB  |d UKAHL  |d OCLCQ  |d OCLCO  |d UKMGB  |d OCLCO  |d OCLCQ  |d QGK  |d OCLCO 
015 |a GBC1H8471  |2 bnb 
016 7 |a 018005568  |2 Uk 
019 |a 929988273  |a 935250047  |a 1259084970 
020 |a 1782173188  |q (electronic bk.) 
020 |a 9781782173182  |q (electronic bk.) 
020 |z 178217317X 
020 |z 9781782173175 
029 1 |a AU@  |b 000062334909 
029 1 |a CHNEW  |b 000893818 
029 1 |a CHVBK  |b 374529752 
029 1 |a DEBBG  |b BV043967953 
029 1 |a DEBSZ  |b 485784394 
029 1 |a GBVCP  |b 882745824 
029 1 |a AU@  |b 000067132633 
029 1 |a UKMGB  |b 018005568 
035 |a (OCoLC)927973409  |z (OCoLC)929988273  |z (OCoLC)935250047  |z (OCoLC)1259084970 
037 |a 846051  |b MIL 
050 4 |a QA76.9.Q36 
072 7 |a COM  |x 051000  |2 bisacsh 
082 0 4 |a 005.13/3  |2 23 
049 |a UAMI 
100 1 |a Kothari, Prasad,  |e author. 
245 1 0 |a Data analysis with Stata :  |b explore the big data field and learn how to perform data analytics and predictive modeling in Stata /  |c Prasad Kothari. 
260 |a Birmingham, UK :  |b Packt Publishing,  |c 2015. 
300 |a 1 online resource :  |b illustrations (some color) 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
490 1 |a Professional expertise distilled 
500 |a Includes index. 
588 0 |a Print version record. 
505 0 |a Cover ; Copyright; Credits; About the Author; About the Reviewers; www.PacktPub.com; Table of Contents; Preface; Chapter 1: Introduction to Stata and Data Analytics ; Introducing data analytics; The Stata interface; Data-storing techniques in Stata; Directories and folders in Stata; Reading data in Stata; Insheet; Infix; The Stat/Transfer program; Manual typing or copy and paste; Variables and data types; Indicators or data variables; Examining the data; How to subset the data file using IN and IF; Summary; Chapter 2: Stata Programming and Data Management. 
505 8 |a The labeling of data, variables, and variable transformationsSummarizing the data and preparing tabulated reports; Appending and merging the files for data management; Macros; Loops in Stata; While loops; Summary; Chapter 3: Data Visualization ; Scatter plots; Line plots; Histograms and other charts; Box plots; Pie charts; Pyramidal graphs; Vio plots; Ci plots; Statistical calculations in graphs; Curve fitting in Stata; Summary; Chapter 4: Important Statistical Tests in Stata ; T tests; Two independent sample t tests; The chi-square goodness of fit test; ANOVA. 
505 8 |a One-way repeated ANOVA measuresMANOVA; Fisher's exact test; The Wilcoxon-Mann-Whitney test; Summary; Chapter 5: Linear Regression in Stata ; Linear regression; Linear regression code in Stata; Variance inflation factor and multicollinearity; Homoscedasticity; Summary; Chapter 6: Logistic Regression in Stata ; The logistic regression concept; Logit; Logistic regression in Stata; Logistic regression for finance (loans and credit cards); Summary; Chapter 7: Survey Analysis in Stata ; Survey analysis concepts; Survey analysis in Stata code; Cluster sampling; Summary. 
505 8 |a Chapter 8 : Time Series Analysis in StataTime series analysis concepts; Code for time series analysis in Stata; Summary; Chapter 9: Survival Analysis in Stata ; Survival analysis concepts; Applications and code in Stata for survival analysis; Building a model; Proportionality assumption; Summary; Index. 
546 |a English. 
590 |a eBooks on EBSCOhost  |b EBSCO eBook Subscription Academic Collection - Worldwide 
630 0 0 |a Stata. 
630 0 7 |a Stata  |2 fast 
650 0 |a Quantitative research. 
650 0 |a Big data. 
650 6 |a Recherche quantitative. 
650 6 |a Données volumineuses. 
650 7 |a COMPUTERS  |x Programming  |x General.  |2 bisacsh 
650 7 |a Big data  |2 fast 
650 7 |a Quantitative research  |2 fast 
776 0 8 |i Print version:  |a Kothari, Prasad.  |t Data Analysis with Stata.  |d Birmingham : Packt Publishing Ltd, ©2015  |z 9781782173175 
830 0 |a Professional expertise distilled. 
856 4 0 |u https://ebsco.uam.elogim.com/login.aspx?direct=true&scope=site&db=nlebk&AN=1087968  |z Texto completo 
938 |a Askews and Holts Library Services  |b ASKH  |n AH29492992 
938 |a EBL - Ebook Library  |b EBLB  |n EBL4191105 
938 |a EBSCOhost  |b EBSC  |n 1087968 
938 |a ProQuest MyiLibrary Digital eBook Collection  |b IDEB  |n cis32996260 
938 |a YBP Library Services  |b YANK  |n 12684633 
994 |a 92  |b IZTAP