Minitab Project on Minitab - Regression Modeling

Project on Minitab - Regression Modeling

Catalog: Minitab
Short name: Regression Modeling
Course start date: 2024-07-02
Paystack
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Description

Regression modelling – Regression modelling forms the core of Predictive modelling course. The core objective of this course is to provide skills in understand the regression model and interpreting it for predictions. The associated parameters of the regression model will be interpreted and tested for significance and test the goodness of fit of the given regression model.

Course Duration:-9h 54m

Sections

General
0 activities

Introduction to Regression Modeling
Identify Independent Variable
Regression Equation
Tabulating the Values
Interpretation and Implementation on Data Sets
Continue on Interpretation on Database
Significant Variable
Calculating Corresponding Values
Identify Dependent Variable
Generate Descriptive Statistics
Scatterplot of Energy Consumption
Identity Equation
P - Value and T - Value
Changes in Tem. and Expansion
Objective of Stock Prices
Interpretations of Example 5
Reliance Return Change
Generate Predicted Values
Scatterplot Return RIL
Basic Multiple Regression
Basic Multiple Regression Continues
Basic Multiple Regression - Interpretation
Generate Basic Statistics
Working on Scatterplot
Dependent Variable Objective
Concept of Multicollinearity
Identify Dependent Variable Y
Outputs and Observation
Interpretations - Example 3
Calculate with and without Flux
Scatterplot of Heart FLux Vs Insolation
Interpretation of Datasets
Implementation of Datasets
Example 4 Observations
Display Descriptive Statistics
Predicted Values Example 4
Scatterplot of Example 4
Calculating IV - Multiple Regression
Calculating Independent Multiple Regression
Understanding Basic Logistic Scatter Plot
Basic Logistic Scatter Plot Continues
Generation of Regression Equation
Tabulated Values
Interpretation and Implementation on Dataset
Interpretation and Implementation on dataset Continues
Output and Observation - Tabulated Values
Business Metrics Example
Example Two and Three Interpretations
Regression Equation Group
Interpretation and Implementation of Scatter Plot
More on Implementation of Scatter Plot
Plastic Case Strength
Separate Equations
Generation of Predicted Values
Scatter Plot Strength Vs Temp
Data of Cereal Purchase
Children Viewed and RE
Predicted Values for Individual Customers
Income Independent Variable
Example of Credit Card Issuing
Example Five - Tabulated Values
Generating Outputs
Example Five Interpretations
Situations Income
Scatterplot
Scatter Plot Scale
Course Certificate
Secure Video
66
Certificate
1
Cost: 5000
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