Job Credibility
Certification Valid for Life
On-demand video*
E-Book
Self-Paced Learning
Certificate of Completion

Mode of Exam : Online
Duration : 1 Hour
Multiple Choice Questions are asked
No. of Questions are asked : 50
Passing Marks : 25 (50%)
There is no negative marking

Do you want to take an online SATA course to get complete information about regression and nonlinear regression work? Then stay here and take this course. The reason is it contains each essential curriculum that you need to know about regression analysis. This course aims to teach you about regression interpretation by using various methods that suit you the most. This STATA OMNIBUS course helps students understand animated graphics. So that to demonstrate any statistical problem and help their organization or where they work. In short, this online program is designed to help you in learning about SATA and its various use so that you can work and use modern data analysis. You will learn all the terms and methods that you need to know as per current industry need.

What will you learn in this course?

You will start learning from the basic concepts of statistics.
Then you will learn about the general terminologies and assumptions.
We will tell you about the linear and nonlinear regression analysis in detail.
During the course, you will also understand regression modeling.
Asides from this, we will give you essential and comprehensive information about SATA.

During this SATA online course, you will also understand the concepts of exploring, manipulating, and visualizing data with all the required tips and tricks to do this efficiently.

Total: 161 lectures

Introduction
What are Easy Statistics: Linear Regression?
What is Linear Regression?
Prerequisites
Using Stata
What is Regression Analysis?
What is Linear Regression?
Why is Regression Analysis Useful?
What Types of Regression Analysis Exist?
Explaining Regression
Lines of Best Fit
Causality Versus Correlation
What are Ordinary Least Squares (OLS)?
Ordinary Least Squares Visual – Part 1
Ordinary Least Squares Visual – Part 2
Sum of Squares
Best Linear Unbiased Estimator
The Gauss-Markov Assumptions
Homoskedasticity
No Perfect Collinearity
Linearity in Parameters
Zero Conditional Mean
How to Test and Correct Endogeneity?
The Gauss-Markov Assumptions Recap
Stata - Applied Examples

What are Easy Statistics: Non-Linear Regression
What is Non-Linear Regression?
Prerequisites
Using Stata
What is Non-Linear Regression Analysis?
How does Non-Linear Regression work?
Why is Non-Linear Regression Analysis Useful?
Types of Non-Linear Regression Models
Maximum Likelihood
Linear Probability Model (LPM)
The Logit and Probit Transformation
Latent Variables
What are Marginal Effects?
Dummy Explanatory Variables
Multiple Non-Linear Regression
Goodness-of-Fit
A Note About Logit Coefficients
Tips for Logit and Probit Regression
Back to the Linear Probability Model
Stata - Applied Logit and Probit Examples

Introduction
Regression Modelling – Do not Rush it
Functional Form - How to Model Non-Linear Relationships in Linear Regression?
Functional Form - Stata Examples
Interaction Effects - How to Use and Interpret Interaction Effects?
Interaction Effects - Stata Examples
Using Time - Exploring Dynamics Relationships with Time Information
Using Time - Stata Examples
Categorical Explanatory Variables - How to Code, Use, and Interpret them?
Categorical Explanatory Variables - Stata Examples
Dealing with Multicollinearity - Excluding and Transforming Collinear Variables
Dealing with Multicollinearity - Stata Examples
Dealing with Missing Values - Seeing the Unseeable
Dealing with Missing Values - Stata Examples

Introduction
The Stata Interface
Using Help in Stata
Command Syntax
.do and .ado Files
Log Files
Importing Data

Viewing Raw Data
Describing and Summarizing
Missing Values
Tabulating and Tables
Numerical Distributional Analysis
Using Weights

Recoding an Existing Variable
Creating New Variables, Replacing Old Variables
Naming and Labelling Variables
Extensions to Generate
Indicator Variables
Keep and Drop Data/Variables
Saving Data
Converting String Data
Combining Data
Using Macros and Loops Effectively
Accessing Stored Information
Multiple Loops
Date Variables
Subscripting Over Groups

Graphing in Stata
Bar Graphs and Dot Charts
Graphing Distributions
Pie Charts
Scatter Plots and Lines of Best Fit
Graphing Custom Functions
Contour Plots (and Interaction Effects)
Jitter Data in Scatterplots
Sunflower Plots
Combining Graphs
Changing Graph Sizes
Graphing by Groups
Changing Graph Colors
Adding Text to Graphs
Scatterplots with Categories

Association Between Two Categorical Variables
Testing Means
Bivariate Correlation
Analysis of Variance (ANOVA)

Ordinary Least Squares (OLS) Regression
Factor Variables in Ordinary Least Squares (OLS) Regression
Diagnostic Statistics for Ordinary Least Squares (OLS) Regression
Log Dependent Variables and Interaction Effects in Ordinary Least Squares (OLS) Regression
Hypothesis Testing in Ordinary Least Squares (OLS) Regression
Presenting Estimates from Ordinary Least Squares (OLS) Regression
Standardizing Regression Estimates
Graphing Regression Estimates
Oaxaca Decomposition Analysis
Mixed Models: Random Intercepts and Random Coefficients
Constrained Linear Regression

Binary Choice Models (Logit/Probit Regression)
Diagnostics and Interpretation of Logit and Probit Regression
Ordered and Multinomial Choice Models

Fractional Logit, Beta Regression, and Zero-Inflated Beta Regression

Random Numbers
Data Generating Process
Simulating a Violation of Statistical Assumptions
Monte Carlo Simulation

Features of Count Data
Poisson Regression
Negative Binomial Regression
Truncated and Censored Count Regression
Hurdle Count Regression

What is Survival Analysis?
Setting Up Survival Data
Descriptive Statistics in Survival Data
Non-Parametric Survival Analysis
Cox Proportional Hazardâ€™s Model
Diagnostics for Cox Models
Parametric Survival Analysis

Setting up Panel Data
Panel Data Descriptive
Lags and Leads
Linear Panel Estimators
The Hausman Test
Non-Linear Panel Estimators

Difference-In-Differences Estimation
Parallel Trend Assumption
Difference-In-Differences without Parallel Trends

Instrumental Variable Regression
Multiple Endogenous Variables
Non-Linear Instrumental Variable Regression
Heckman Selection Models

Introduction and Rate Data
Cumulative Incidence Data
Case-Control Data
Case-Control Data with Multiple Exposure
Matched Case-Control Data

Power Analysis: Sample Size
Power Analysis: Power and Effect Size
Power Analysis: Simple Regression

Matrix Operations
Matrix Functions
Matrix Sub-Scripting
Matrix Operations with Data

Statistics - Linear and Non-Linear

₹3,500 ₹12,500

As soon as you buy course and take an exam of the course, you will be able to take or download your certificate from your account. Please, Go through a step by step guide below.
1- Select your Course for Certification.

2- Click on Buy Now.

3- Proceed to Checkout If You are registered User or Create an Account.

4- Choose Your Billing Address or Add New and Click on Continue.

5- Choose Payment Method and Click on Continue to Complete Your Payment.

6- After Successful Payment You will receive an Email regarding your order, and You can login your account in order to access the course and its exam.

7- After, You Finish an exam, and qualified it, you will be able to download your certificate immediately.

Yes. It is Completely Online. We don't provide offline classes for any of our courses.

To buy a course, you need to click on the ‘Buy Now’ option available on the course page. After clicking on it, you can proceed ahead and make the payment of the course using a convenient mode of payment to buy it. For Help Watch a video here

After you have selected the course that you wish to purchase, click on the ‘Buy Now’ option on the course page. This will redirect you to the Checkout page. In case you wish to apply any coupon code, the page will provide you an option to do so.

If you are new to the site, you will be asked first to create an account, In this case, you will have to fill a form.

On the Checkout page, simply select the payment mode that you wish to use for purchasing the course. The payment options available are Credit/ Debit Card, Internet Banking, as well as UPI.

After making the payment successfully, you will receive a confirmation message as well as an email at the registered email address.

How To Make Payment of The Course - Watch Video

You can immediately start the course as per your convenience by going on the dashboard and entering the correct credentials. Check, How can I login to my course.

The courses available here are completely online and, thus, offer the flexibility to one to complete the course within his/her time. The course duration mentioned in the course syllabus would be printed on the course certificate. However, the user can finish the course in lesser time as well.

Yes, there is an Exam there for each of the courses. In order to complete the course, the user must finish the exam. Only after its completion, a certificate will be generated for the same.

There is a step-by-step guide to take online exam of the course.
Step 1 - Login Your Account with the credentials (Email - ID and Password) you have created at the time of registration

Step 2 - Click on "MY COURSES"

Step 3 - Navigate the left panel of your browser screen and scroll down

Step 4 - At last, you will see EXAM option, click on that and the exam screen will appear with information such as No. of questions and exam time.

Step 5 - If you are preparing for it, Then Click on START EXAM.
Know more, How To Take Exam

There are Multiple Choice Questions (MCQs) asked in the exam to complete the course. The number of questions varies for different courses.

The minimum passing marks percentage for each course is 50%. Only once the user passes the exam, he/she is eligible for the Certificate.

Yes, you will receive the hard copy of the certificate within seven days after the successful completion of the course Exam.

You can go to your course dashboard and download the Certificate from there. You will be asked to enter your Email ID and password.

The hard copy is sent to the user immediately after he/she completes the course Exam. It generally takes a minimum of 7 days till the user receives the Certificate’s hard copy. This time varies as per the address of the user. However, the soft copy of the course certificate can be generated instantly after finishing the course exam.

For verification of the course certificate, you have to simply scan the QR code or can use Certificate No to verify your certificate.

Click here to verify your certificate

What you'll get

Exam details

What will you learn in this course?

Course Content

Reviews

Related Courses

Statistics - Linear and Non-Linear

For Support

Office Hours

We are on

Company

Customer Service

Help

STATA OMNIBUS

What you'll get

Exam details

What will you learn in this course?

Course Content

Reviews

Related Courses

Statistics - Linear and Non-Linear

What type of questions are asked in the exam?

What is the passing marks required to clear the course?

For Support

Office Hours

We are on

Company

Customer Service

Help