### Tour of Stata 14

Tour of the Stata 14 interface

PDF documentation in Stata 14

Bayesian analysis in Stata

Censored Poisson regression in Stata

Endogenous treatment effects in Stata

Graphical user interface for Bayesian analysis in Stata

IRT (item response theory) models in Stata

Japanese and Spanish interface in Stata 14

Markov-switching models in Stata

Multilevel models for survey data in Stata

Multilevel survival analysis in Stata

New power and sample-size features in Stata

Panel-data survival models in Stata

Postestimation Selector in Stata

Regression models for fractional data in Stata

Satorra–Bentler adjustments for SEM

Small-sample inference for mixed-effects models in Stata

Survey data support for SEM in Stata

Survival models for SEM in Stata

Treatment effects for survival models in Stata

Unicode in Stata

### Stata basics

Tour of the Stata 14 interface

Quick help in Stata

PDF documentation in Stata 14

Example data included with Stata

How to download and install user-written commands in Stata

Tour of Stata Project Manager

Postestimation Selector in Stata

### Data Management

Copy/paste data from Excel into Stata

Import Excel data into Stata

Converting data to Stata with Stat/Transfer

Stata's Expression Builder

Tour of long strings and BLOBs

Importing delimited data

Saving estimation results to Excel

Unicode in Stata

### Graphics

Bar graphs in Stata

Box plots in Stata

Basic scatterplots in Stata

Histograms in Stata

Pie charts in Stata

Contour plots in Stata

Stata's Expression Builder

### Bayesian analysis

Bayesian analysis in Stata

Graphical user interface for Bayesian analysis in Stata

Introduction to Bayesian analysis, part 1: The basic concepts

Introduction to Bayesian analysis, part 2: MCMC and the Metropolis-Hastings algorithm

### Binary, count, and fractional outcomes

Logistic regression in Stata, part 1: Binary predictors

Logistic regression in Stata, part 2: Continuous predictors

Logistic regression in Stata, part 3: Factor variables

Regression models for fractional data in Stata

### Case–control studies

Stratified analysis of case–control data

Odds ratios for case–control data

### Classical hypothesis tests

One-sample *t* test in Stata

*t* test for two paired samples in Stata

*t* test for two independent samples in Stata

### Descriptive statistics, tables, and cross-tabulations

Descriptive statistics in Stata

Tables and cross-tabulations in Stata

Combining cross-tabulations and descriptives in Stata

Pearson’s chi2 and Fisher’s exact test in Stata

### Econometrics

Instrumental-variables regression using Stata

### Effect sizes

Tour of effect sizes

### Factor variables

The basics

Interactions

More interactions

Factor variable labels to results

### Immediate commands

Confidence intervals calculator for normal data

Confidence intervals calculator for binomial data

Confidence intervals calculator for Poisson data

Cross-tabulations and chi-squared tests calculator

One-sample *t* tests calculator

Two-sample *t* tests calculator

Incidence-rate ratios calculator

Risk-ratios calculator

Odds-ratios calculator

### IRT (item response theory)

IRT (item response theory) models in Stata

Item response theory using Stata: One-parameter logistic (1PL) models

Item response theory using Stata: Two-parameter logistic (2PL) models

Item response theory using Stata: Three-parameter logistic (3PL) models

Item response theory using Stata: Nominal response (NRM) models

Item response theory using Stata: Rating scale (RSM) models

Item response theory using Stata: Graded response (GRM) models

### Linear models

One-way ANOVA in Stata

Two-way ANOVA in Stata

Pearson’s correlation coefficient in Stata

Simple linear regression in Stata

Analysis of covariance in Stata

### Marginal means, predictive margins, and contrasts

Introduction to margins in Stata, part 1: Categorical variables

Introduction to margins in Stata, part 2: Continuous variables

Introduction to margins in Stata, part 3: Interactions

Profile plots and interaction plots in Stata, part 1: A single categorical variable

Profile plots and interaction plots in Stata, part 2: A single continuous variable

Profile plots and interaction plots in Stata, part 3: Interactions of categorical variables

Profile plots and interaction plots in Stata, part 4: Interactions of continuous and categorical variables

Profile plots and interaction plots in Stata, part 5: Interactions of two continuous variables

Introduction to contrasts in Stata: One-way ANOVA

### Multilevel mixed-effects models

Introduction to multilevel linear models, part 1

Introduction to multilevel linear models, part 2

Tour of multilevel GLMs

Multilevel survival analysis in Stata

Multilevel models for survey data in Stata

Small-sample inference for mixed-effects models in Stata

### Multiple imputation

Setup, imputation, estimation—regression imputation

Setup, imputation, estimation—predictive mean matching

Setup, imputation, estimation—logistic regression

### Panel data

Ordered logistic and probit for panel data

Panel-data survival models in Stata

### Power and sample size

Tour of power and sample size

A conceptual introduction to power and sample size using Stata

Sample-size calculation for comparing a sample mean to a reference value using Stata

Power calculation for comparing a sample mean to a reference value using Stata

Find the minimum detectable effect size for comparing a sample mean to a reference value using Stata

Sample-size calculation for comparing a sample proportion to a reference value using Stata

Power calculation for comparing a sample proportion to a reference value using Stata

Minimum detectable effect size for comparing a sample proportion to a reference value using Stata

How to calculate sample size for two independent proportions using Stata

How to calculate power for two independent proportions using Stata

How to calculate minimum detectable effect size for two independent proportions using Stata

Sample-size calculation for comparing sample means from two paired samples

Power calculation for comparing sample means from two paired samples

How to calculate the minimum detectable effect size for comparing the means from two paired samples

Sample size calculation for one-way analysis of variance using Stata

Power calculation for one-way analysis of variance using Stata

Minimum detectable effect size for one-way analysis of variance using Stata

New power and sample-size features in Stata

### Structural equation modeling

Tour of multilevel generalized SEM

SEM Builder in Stata

Satorra–Bentler adjustments for SEM

Survey data support for SEM in Stata

Survival models for SEM in Stata

### Survey data analysis

How to download, import, and merge multiple datasets from the NHANES website

How to download, import, and prepare data from the NHANES website

Basic introduction to the analysis of complex survey data

Specifying the poststratification of survey data

Specifying the design of your survey data

Multilevel models for survey data in Stata

Survey data support for SEM in Stata

### Survival analysis

Learn how to set up your data for survival analysis

How to describe and summarize survival data

How to construct life tables using Stata

How to calculate the Kaplan-Meier survivor and Nelson-Aalen cumulative hazard functions with Stata

How to graph survival curves using Stata

How to test the equality of survivor functions using nonparametric tests using Stata

How to calculate incidence rates and incidence-rate ratios using Stata

How to fit a Cox proportional hazards model and check proportional-hazards assumption with Stata

Multilevel survival analysis in Stata

Treatment effects for survival models in Stata

Panel-data survival models in Stata

Survival models for SEM in Stata

### Time series

Tour of forecasting

Formatting and managing dates

Line graphs and tin()

Time-series operators

Correlograms and partial correlograms

Introduction to ARMA/ARIMA models

Moving-average smoothers

Using freduse to download time-series data from the Federal Reserve

Markov-switching models in Stata

### Treatment effects

Tour of treatment effects

Introduction to treatment effects in Stata: Part 1

Introduction to treatment effects in Stata: Part 2

Treatment effects in Stata: Regression adjustment

Treatment effects in Stata: Inverse-probability weighting

Treatment effects in Stata: Inverse-probability weighted regression adjustment

Treatment effects in Stata: Augmented inverse-probability weighting

Treatment effects in Stata: Nearest-neighbor matching

Treatment effects in Stata: Propensity-score matching

Treatment effects for survival models in Stata

Endogenous treatment effects in Stata