Data Analysis with STATA

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

By: Prasad Kothari

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eText | 28 October 2015 | Edition Number 1

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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.