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Data Analysis with STATA
Data Analysis with STATA

Data Analysis with STATA: Explore the big data field and learn how to perform data analytics and predictive modelling in STATA

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Data Analysis with STATA

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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.

Who is this book 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.

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

Product Details

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Publication date, Length, Edition, Language, ISBN-13
Publication date : Oct 28, 2015
Length: 176 pages
Edition : 1st
Language : English
ISBN-13 : 9781782173182
Category :
Concepts :

What do you get with eBook?

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Product Details

Publication date : Oct 28, 2015
Length: 176 pages
Edition : 1st
Language : English
ISBN-13 : 9781782173182
Category :
Concepts :

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Table of Contents

10 Chapters
1. Introduction to Stata and Data Analytics Chevron down icon Chevron up icon
2. Stata Programming and Data Management Chevron down icon Chevron up icon
3. Data Visualization Chevron down icon Chevron up icon
4. Important Statistical Tests in Stata Chevron down icon Chevron up icon
5. Linear Regression in Stata Chevron down icon Chevron up icon
6. Logistic Regression in Stata Chevron down icon Chevron up icon
7. Survey Analysis in Stata Chevron down icon Chevron up icon
8. Time Series Analysis in Stata Chevron down icon Chevron up icon
9. Survival Analysis in Stata Chevron down icon Chevron up icon
Index Chevron down icon Chevron up icon

Customer reviews

Rating distribution
Full star icon Full star icon Half star icon Empty star icon Empty star icon 2.2
(5 Ratings)
5 star 0%
4 star 40%
3 star 0%
2 star 0%
1 star 60%
Sampada May 30, 2018
Full star icon Full star icon Full star icon Full star icon Empty star icon 4
As a strategy consultant, this book helped a lot to understand analytics concepts in simple language. The book is very good in explaining tough analytics methods in simple language. I have tried many ways to learn analytics and could not get beyond jargons. I really liked this book because of simple, straightforward language with good real life examples.
Amazon Verified review Amazon
SD Nov 10, 2018
Full star icon Full star icon Full star icon Full star icon Empty star icon 4
Really liked the simple language and easy examples used to explain some complex analytics concepts. I am using Stata on healthcare and genome data and this book helped me a lot.
Amazon Verified review Amazon
Alexander Huelle Sep 02, 2016
Full star icon Empty star icon Empty star icon Empty star icon Empty star icon 1
Da alle Titel, die ich bisher von Packt Publishing gelesen hatte, sehr gut waren, bestellte ich auch dieses Buch. Leider fehlt es ihm an so ziemlich allem, was ein gutes Buch ausmacht:- es ist ausgesprochen schlampig lektoriert. Nicht nur sind viele Schreibfehler stehen geblieben, bei einem Bild wurde sogar die Dummy-Darstellung nicht ersetzt.- die Darstellung der Themen enthält deutliche Lücken und Sprünge, die das Verständnis sehr erschweren- die Auswahl der Themen erscheint willkürlich und auch für einen Überblick zu fragmentarisch.Insgesamt: nicht empfehlenswert!.
Amazon Verified review Amazon
Amazon Customer Jan 25, 2017
Full star icon Empty star icon Empty star icon Empty star icon Empty star icon 1
you're better off using another book as this one is too primitive and not helpful at all.
Amazon Verified review Amazon
Christopher Bratt Apr 01, 2016
Full star icon Empty star icon Empty star icon Empty star icon Empty star icon 1
Not a very detailed book. But much more important, I've never before seen a book with so many typos. Some of them will make learning Stata rather difficult.Two examples:1."A Stata macro is not [sic] a black box where we can input [sic] the text and numbers."2.After using a correct template for foreach loops (with curly brackets), the text goes on to consistently using square brackets for denoting the beginning and the end of the loop.Added later:I looked throught the rest of the book. It's a complete waste of your money and time. Even if you disregard the many typos (assuming they were corrected): You will learn very little about Stata reading this book.
Amazon Verified review Amazon
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