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|a UAMI
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|a Kothari, Prasad,
|e author.
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|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.
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260 |
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|a Birmingham, UK :
|b Packt Publishing,
|c 2015.
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300 |
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|a 1 online resource :
|b illustrations (some color)
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336 |
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|a text
|b txt
|2 rdacontent
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|a computer
|b c
|2 rdamedia
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|a online resource
|b cr
|2 rdacarrier
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|a Professional expertise distilled
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|a Includes index.
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|a Print version record.
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|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.
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|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.
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|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.
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|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.
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546 |
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|a English.
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590 |
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|a eBooks on EBSCOhost
|b EBSCO eBook Subscription Academic Collection - Worldwide
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|a Stata.
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|a Stata
|2 fast
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|a Quantitative research.
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650 |
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|a Big data.
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650 |
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|a Recherche quantitative.
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650 |
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|a Données volumineuses.
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650 |
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|a COMPUTERS
|x Programming
|x General.
|2 bisacsh
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650 |
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|a Big data
|2 fast
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650 |
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|a Quantitative research
|2 fast
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776 |
0 |
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|i Print version:
|a Kothari, Prasad.
|t Data Analysis with Stata.
|d Birmingham : Packt Publishing Ltd, ©2015
|z 9781782173175
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830 |
|
0 |
|a Professional expertise distilled.
|
856 |
4 |
0 |
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