Data analysis with Stata : explore the big data field and learn how to perform data analytics and predictive modeling in Stata /
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| Author / Creator: | Kothari, Prasad, author. |
|---|---|
| Imprint: | Birmingham, UK : Packt Publishing, 2015. |
| Description: | 1 online resource : illustrations (some color) |
| Language: | English |
| Series: | Professional expertise distilled Professional expertise distilled. |
| Subject: | |
| Format: | E-Resource Book |
| URL for this record: | http://pi.lib.uchicago.edu/1001/cat/bib/11908756 |
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| 100 | 1 | |a Kothari, Prasad, |e author. |0 http://id.loc.gov/authorities/names/no2016023177 | |
| 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. | |
| 630 | 0 | 0 | |a Stata. |0 http://id.loc.gov/authorities/names/n88156843 |
| 630 | 0 | 7 | |a Stata. |2 fast |0 (OCoLC)fst01375322 |
| 650 | 0 | |a Quantitative research. |0 http://id.loc.gov/authorities/subjects/sh2007000909 | |
| 650 | 0 | |a Big data. |0 http://id.loc.gov/authorities/subjects/sh2012003227 | |
| 650 | 7 | |a COMPUTERS |x Programming |x General. |2 bisacsh | |
| 650 | 7 | |a Big data. |2 fast |0 (OCoLC)fst01892965 | |
| 650 | 7 | |a Quantitative research. |2 fast |0 (OCoLC)fst01742283 | |
| 655 | 4 | |a Electronic books. | |
| 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. | |
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| 929 | |a oclccm | ||
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| 928 | |t Library of Congress classification |a QA76.9.Q36 |l Online |c UC-FullText |u https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=e000xna&AN=1087968 |z eBooks on EBSCOhost |g ebooks |i 12432085 | ||