Have a personal or library account? Click to login
Data Analysis with STATA Cover

Data Analysis with STATA

Explore the big data field and learn how to perform data analytics and predictive modelling in STATA

Publisher:Packt Publishing Limited
Paid access
|Nov 2015
Product purchase options

Explore the big data field and learn how to perform data analytics and predictive modelling in STATA

Key Features

    Book Description

    STATA is an integrated software package that provides you with everything you need for data analysis, data management, and graphics. STATA also provides you with a platform to efficiently perform simulation, regression analysis (linear and multiple) [and custom programming.
    This book covers data management, graphs visualization, and programming in STATA. Starting with an introduction to STATA and data analytics you’ll move on to STATA programming and data management. Next, the book takes you through data visualization and all the important statistical tests in STATA. Linear and logistic regression in STATA is also covered.
    As you progress through the book, you will explore a few analyses, including the survey analysis, time series analysis, and survival analysis in STATA. You’ll also discover different types of statistical modelling techniques and learn how to implement these techniques in STATA.

    What you will learn

    • Perform important statistical tests to become a STATA data scientist
    • Be guided through how to program in STATA
    • Implement logistic and linear regression models
    • Visualize and program the data in STATA
    • Analyse survey data, time series data, and survival data
    • Perform database management in STATA

    Who this book is for

    This book is for all the professionals and students who want to learn STATA programming and apply predictive modelling concepts. This book is also very helpful for experienced STATA programmers as it provides advanced statistical modelling concepts and their application.

    Table of Contents

    1. Stata as Data Analytics Software
    2. STATA programming and data management
    3. Data visualization
    4. Important statistical tests in STATA
    5. Linear regression in STATA
    6. Logistic regression
    7. Survey analysis
    8. Time series Analysis in STATA
    9. Survival analysis in STATA
    PDF ISBN: 978-1-78217-318-2
    Publisher: Packt Publishing Limited
    Copyright owner: © 2015 Packt Publishing Limited
    Publication date: 2015
    Language: English
    Pages: 176

    People also read

    Data Analysis with R
    Book

    Data Analysis with R

    Hands-On SAS for Data Analysis
    Book

    Hands-On SAS for Data Analysis

    Gulati, Harish
    Mastering Data analysis with R
    Book
    New

    Mastering Data analysis with R

    Daróczi, Gergely
    Hands-On Exploratory Data Analysis with R
    Book

    Hands-On Exploratory Data Analysis with R

    Datar, Radhika, Garg, Harish
    Data Analysis with R, Second Edition
    Book

    Data Analysis with R, Second Edition

    Statistics for Data Science
    Book

    Statistics for Data Science

    R for Data Science
    Book
    New

    R for Data Science

    Toomey, Dan
    R for Data Science Cookbook (n)
    Book
    New

    R for Data Science Cookbook (n)

    Chiu (David Chiu), Yu-Wei,
    R Statistics Cookbook
    Book

    R Statistics Cookbook

    Juretig, Francisco
    Big Data Analytics with SAS
    Book

    Big Data Analytics with SAS