Index

A

• ANOVA
  • about / ANOVA
  • one-way repeated measures / One-way repeated ANOVA measures
• application score cards
  • about / Logistic regression for finance (loans and credit cards)
• ARIMA
  • about / Time series analysis concepts
• assumptions, linear regression
  • normal distribution / Linear regression
  • linear relationship / Linear regression
  • homoscedasticity assumption / Linear regression
  • independence assumption / Linear regression
  • variable/measurement errors / Linear regression
  • model specification / Linear regression
  • equality, of outliers influence assumption / Linear regression
  • multicollinearity / Linear regression
• autoregressive (AR) process
  • about / Time series analysis concepts
• Autoregressive Integrated Moving Average (ARIMA)
  • about / Introducing data analytics

B

• box and whiskers plots
  • about / Box plots
• box plots
  • defining / Box plots
• Breusch-Pagan test
  • about / Homoscedasticity

C

• charts
  • defining / Histograms and other charts
• chi-square statistical test
  • about / The chi-square goodness of fit test
• Ci plots
  • defining / Ci plots
• cluster sampling
  • about / Cluster sampling
• comma
  • about / Insheet
• consumer packaged goods (CPG)
  • about / Statistical calculations in graphs
• CSV (comma separated values)
  • about / Insheet

D

• data
  • examining / Examining the data
  • labeling / The labeling of data, variables, and variable transformations
  • summarizing / Summarizing the data and preparing tabulated reports
• data analytics
  • defining / Introducing data analytics
• data management
  • files, appending for / Appending and merging the files for data management
  • files, merging for / Appending and merging the files for data management
• data types
  • defining / Variables and data types
• data variables
  • defining / Indicators or data variables

F

• files
  • appending, for data management / Appending and merging the files for data management
  • merging, for data management / Appending and merging the files for data management
• Fisher's exact test
  • defining / Fisher's exact test
• FPC
  • about / Survey analysis concepts

G

• global macros
  • about / Data-storing techniques in Stata
• Greenhouse-Geisser (G-G)
  • about / One-way repeated ANOVA measures
• Gross Collection Rate (GCR) / Time series analysis concepts

H

• heteroscedastic
  • about / Homoscedasticity
• histograms
  • defining / Histograms and other charts
• homoscedasticity
  • defining / Homoscedasticity
• Huynh-Feldt (H-F) test
  • about / One-way repeated ANOVA measures

I

• IF
  • used, for data file / How to subset the data file using IN and IF
• IM test
  • about / Homoscedasticity
  • measures / Homoscedasticity
• IN
  • used, for data file / How to subset the data file using IN and IF
• indicators
  • defining / Indicators or data variables
• infix command
  • about / Infix

J

• jargon
  • about / Logit

K

• KDE
  • about / Statistical calculations in graphs

L

• linear regression
  • defining / Linear regression
  • types / Linear regression
  • code, in Stata / Linear regression code in Stata
• line plots
  • defining / Line plots
• local macros
  • about / Data-storing techniques in Stata
• logistic regression
  • defining / The logistic regression concept
  • logit / Logit
  • requirements / Logit
  • in Stata / Logistic regression in Stata
  • types / Logistic regression in Stata
  • for finance (loans and credit cards) / Logistic regression for finance (loans and credit cards)
• logit
  • about / Logit
  • probability / Logit
  • odds / Logit
  • odds ratio / Logit
  • log odds / Logit
  • Ormcalc command / Logit
• loops
  • defining / Loops in Stata

M

• macros
  • about / Data-storing techniques in Stata, Macros
• MANOVA
  • defining / MANOVA
• matrices
  • about / Data-storing techniques in Stata
• moving averages process (MA)
  • about / Time series analysis concepts
• multicollinearity
  • about / Variance inflation factor and multicollinearity

O

• odds ratio command
  • about / Logit
• one-way MANOVA
  • defining / MANOVA
• options, Stata
  • clear option / Insheet
  • option name / Insheet
  • delimiter option / Insheet

P

• pie charts
  • defining / Pie charts
• placeholder
  • about / Examining the data
• proportionality assumption / Proportionality assumption
• pyramidal graphs
  • defining / Pyramidal graphs

R

• residual variance
  • about / Homoscedasticity

S

• sampling faction
  • about / Survey analysis concepts
• scatter plots
  • defining / Scatter plots
• simple random sample (SRS)
  • about / Survey analysis in Stata code
• Stat/Transfer program
  • defining / The Stat/Transfer program
  • typing / Manual typing or copy and paste
  • copying and pasting / Manual typing or copy and paste
• Stata
  • Programming / Introducing data analytics
  • Data management / Introducing data analytics
  • data visualization / Introducing data analytics
  • statistical tests / Introducing data analytics
  • linear regression / Introducing data analytics
  • logistic regression / Introducing data analytics
  • survey analysis / Introducing data analytics
  • time series analysis / Introducing data analytics
  • survival analysis / Introducing data analytics
  • about / Data-storing techniques in Stata, The labeling of data, variables, and variable transformations
  • data-storing techniques / Data-storing techniques in Stata
  • matrices / Data-storing techniques in Stata
  • macros / Data-storing techniques in Stata
  • directories / Directories and folders in Stata
  • folders / Directories and folders in Stata
  • commands / Directories and folders in Stata
  • absolute path / Directories and folders in Stata
  • relative path / Directories and folders in Stata
  • data, reading / Reading data in Stata
  • insheet / Insheet
  • infix command, using / Infix
  • Stat/Transfer program / The Stat/Transfer program
  • loops / Loops in Stata
  • curve fitting / Curve fitting in Stata
• Stata interface
  • defining / The Stata interface
• statistical calculations
  • defining, in graphs / Statistical calculations in graphs
• survey analysis
  • defining / Survey analysis concepts
  • weights / Survey analysis concepts
  • primary sampling unit / Survey analysis concepts
  • stratification / Survey analysis concepts
  • in Stata code / Survey analysis in Stata code
• survival analysis
  • concepts / Survival analysis concepts
  • applications and code / Applications and code in Stata for survival analysis
  • model, building / Building a model
  • proportionality assumption / Proportionality assumption

T

• tab
  • about / Insheet
• tabulated reports
  • preparing / Summarizing the data and preparing tabulated reports
• time series analysis
  • concepts / Time series analysis concepts
  • ARIMA / Time series analysis concepts
  • autoregressive (AR) process / Time series analysis concepts
  • moving averages process (MA) / Time series analysis concepts
  • elements / Time series analysis concepts
  • Stata code / Code for time series analysis in Stata
• t tests
  • defining / T tests
  • two independent sample t tests / Two independent sample t tests

V

• variable event / Applications and code in Stata for survival analysis
• variables
  • defining / Variables and data types
  • labeling / The labeling of data, variables, and variable transformations
• variable transformations
  • labeling / The labeling of data, variables, and variable transformations
• variance inflation factor (VIF)
  • using / Variance inflation factor and multicollinearity
  • about / Variance inflation factor and multicollinearity
• vioplot command
  • about / Vio plots
• vio plots
  • defining / Vio plots

W

• while loops
  • defining / While loops
• Wilcoxon-Mann-Whitney test
  • defining / The Wilcoxon-Mann-Whitney test