NOC:Linear Regression Analysis and Forecasting - Study24x7
Social learning Network
study24x7

Default error msg

Login

New to Study24x7 ? Join Now
Already have an account? Login
googlePlay app_img
NOC:Linear Regression Analysis and Forecasting
broucher Course Brochure
NOC:Linear Regression Analysis and Forecasting
by Professor Dr. Shalabh

linear regression is a linear approach to modeling the relationship between a scalar response (or dependent variable) and one or more explanatory variables (or independent variables). The case of one explanatory variable is called simple linear regression. For more than one explanatory variable, the process is called multiple linear regres...

5.0  (261 Ratings) 848 Learner
validy img Validity Unlimited
level All Level
level English
cover Img Preview not available
Program Fee
FREE
About This Course

linear regression is a linear approach to modeling the relationship between a scalar response (or dependent variable) and one or more explanatory variables (or independent variables). The case of one explanatory variable is called simple linear regression. For more than one explanatory variable, the process is called multiple linear regres...

Show more
Course Curriculum
4 Sections | 24 Lecture | 11h 46min total length
Expand all sections
NOC:Linear Regression Analysis and Forecasting

Unit 1: Basic fundamentals, Simple linear regression analysis

| 02h 42min total length
  • <?php echo $alt; ?>

    Lecture 01 - Basic Fundamental Concepts Of Modelling.

    19m <?php echo $alt; ?>
  • <?php echo $alt; ?>

    Lecture 02 - Regression Model - A Statistical Tool?

    22m <?php echo $alt; ?>
  • <?php echo $alt; ?>

    Lecture 03 - Simple Linear Regression Analysis

    28m <?php echo $alt; ?>
  • <?php echo $alt; ?>

    Lecture 04 - Estimation Of Parameters In Simple Linear Regression Model?

    28m <?php echo $alt; ?>
  • <?php echo $alt; ?>

    Lecture 05 - Estimation Of Parameters In Simple Linear Regression Model (continued)

    31m <?php echo $alt; ?>
  • <?php echo $alt; ?>

    Lecture 06 - Estimation Of Parameters In Simple Linear Regression Model (continued)

    31m <?php echo $alt; ?>
NOC:Linear Regression Analysis and Forecasting

Unit 2: Simple linear regression analysis, Multiple linear regression analysis.

| 02h 56min total length
  • <?php echo $alt; ?>

    Lecture 07 - Maximum Likelihood Estimation of Parameters in Simple Linear Regression Model?

    26m <?php echo $alt; ?>
  • <?php echo $alt; ?>

    Lecture 08 - Testing of Hypotheis and Confidence Interval Estimation in Simple Linear Regression?

    19m <?php echo $alt; ?>
  • <?php echo $alt; ?>

    Lecture 09 - Testing of Hypotheis and Confidence Interval Estimation in Simple Linear Regression?

    36m <?php echo $alt; ?>
  • <?php echo $alt; ?>

    Lecture 10 - Software Implementation in Simple Linear Regression Model using MINITAB?

    36m <?php echo $alt; ?>
  • <?php echo $alt; ?>

    Lecture 11 - Multiple Linear Regression Model

    32m <?php echo $alt; ?>
  • <?php echo $alt; ?>

    Lecture 12 - Estimation of Model Parameters in Multiple Linear Regression Model?

    24m <?php echo $alt; ?>
NOC:Linear Regression Analysis and Forecasting

Unit 3: Multiple linear regression analysis. Diagnostics in multiple linear regression analysis

| 03h 10min total length
  • <?php echo $alt; ?>

    Lecture 13 - Estimation of Model Parameters in Multiple Linear Regression Model (continued)

    24m <?php echo $alt; ?>
  • <?php echo $alt; ?>

    Lecture 14 - Standardized Regression Coefficients and Testing of Hypothesis?

    31m <?php echo $alt; ?>
  • <?php echo $alt; ?>

    Lecture 15 - Testing of Hypothesis (continued) and Goodness of Fit of the Model?

    42m <?php echo $alt; ?>
  • <?php echo $alt; ?>

    Lecture 16 - Diagnostics in Multiple Linear Regression Model?

    36m <?php echo $alt; ?>
  • <?php echo $alt; ?>

    Lecture 17 - Diagnostics in Multiple Linear Regression Model (continued)?

    34m <?php echo $alt; ?>
  • <?php echo $alt; ?>

    Lecture 18 - Diagnostics in Multiple Linear Regression Model (continued)?

    20m <?php echo $alt; ?>
NOC:Linear Regression Analysis and Forecasting

Unit 4: Forecasting in linear regression models

| 02h 57min total length
  • <?php echo $alt; ?>

    Lecture 19 - Software Implementation of Multiple Linear Regression Model using MINITAB

    54m <?php echo $alt; ?>
  • <?php echo $alt; ?>

    Lecture 20 - Software Implementation of Multiple Linear Regression Model using MINITAB (continued)

    33m <?php echo $alt; ?>
  • <?php echo $alt; ?>

    Lecture 21 - Forecasting in Multiple Linear Regression Model

    18m <?php echo $alt; ?>
  • <?php echo $alt; ?>

    Lecture 22 - Within Sample Forecasting

    19m <?php echo $alt; ?>
  • <?php echo $alt; ?>

    Lecture 23 - Outside Sample Forecasting

    24m <?php echo $alt; ?>
  • <?php echo $alt; ?>

    Lecture 24 - Software Implementation of Forecasting using MINITAB.

    25m <?php echo $alt; ?>
show 1 more sections

Review & Ratings

5.0
More Courses by Professor Dr. Shalabh

R Programming Language

by Professor Dr. Shalabh
4.0 (0)

73 Enrollments

Validity Unlimited

Free

Analysis of variance and design of experiment-I

by Professor Dr. Shalabh
0.0 (0)

2 Enrollments

Validity Unlimited

Free

Analysis of variance and design of experiment-II

by Professor Dr. Shalabh
0.0 (0)

1 Enrollments

Validity Unlimited

Free

Econometric Theory

by Professor Dr. Shalabh
5.0 (0)

22 Enrollments

Validity Unlimited

Free

NOC:Descriptive Statistics with R Software

by Professor Dr. Shalabh
0.0 (0)

2 Enrollments

Validity Unlimited

Free