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TORRENT DETAILS
Udemy - Linear Regression With SPSS
TORRENT SUMMARY
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The core objective is to provide skills in understand the regression model and interpreting it for predictions
What you'll learn
The course works across multiple software packages such as SPSS, MS Office, PDF writers, and Paint.
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
Interpretation of regression attributes such as R-Squared (correlation coefficient), t and p values
Requirements
Prior knowledge of Quantitative Methods, MS Office and Paint is desired.
Description
Predictive modelling course aims to provide and enhance predictive modelling skills across business sectors/domains. Quantitative methods and predictive modelling concepts could be extensively used in understanding the current customer behavior, financial markets movements, and studying tests and effects in medicine and in pharma sectors after drugs are administered. The course picks theoretical and practical datasets for predictive analysis. Implementations are done using SPSS software. Observations, interpretations, predictions and conclusions are explained then and there on the examples as we proceed through the training. The course also emphasizes on the higher order regression models such as quadratic and polynomial regressions which aren’t covered in other online courses
Essential skillsets – Prior knowledge of Quantitative methods and MS Office, Paint
Desired skillsets -- Understanding of Data Analysis and VBA toolpack in MS Excel will be useful
The course works across multiple software packages such as SPSS, MS Office, PDF writers, and Paint.
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.
Through this course we are going to understand
• Interpretation of regression attributes such as R-Squared (correlation coefficient), t and p values
• m (slope) and c (intercept),
• dependent (Y) and independent (X) variables
• Examining the significance of independent (X) variable to check the fitness of regression model
• Predicting Y-variable based on varying values of X-variable
• Implementation on sample datasets using SPSS and output simulation in MS Excel
Who this course is for
Students and Quantitative and Predictive Modellers and Professionals
Homepage
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FILE LIST
Filename
Size
~Get Your Files Here !/01 - Introduction/001 Introduction to Linear Regression Modeling Using SPSS.mp4
50.9 MB
~Get Your Files Here !/01 - Introduction/001 Introduction to Linear Regression Modeling Using SPSS_en.srt
9.3 KB
~Get Your Files Here !/02 - Interpretation of Attributes/001 Linear Regression.mp4
60.1 MB
~Get Your Files Here !/02 - Interpretation of Attributes/001 Linear Regression_en.srt
11 KB
~Get Your Files Here !/02 - Interpretation of Attributes/002 Stock Return.mp4
72.5 MB
~Get Your Files Here !/02 - Interpretation of Attributes/002 Stock Return_en.srt
11.3 KB
~Get Your Files Here !/02 - Interpretation of Attributes/003 T-Value.mp4
74.1 MB
~Get Your Files Here !/02 - Interpretation of Attributes/003 T-Value_en.srt
10.2 KB
~Get Your Files Here !/02 - Interpretation of Attributes/004 Scatter Plot Rril vs Rbse.mp4
99.7 MB
~Get Your Files Here !/02 - Interpretation of Attributes/004 Scatter Plot Rril vs Rbse_en.srt
14.3 KB
~Get Your Files Here !/02 - Interpretation of Attributes/005 Create Attributes for Variables.mp4
85.7 MB
~Get Your Files Here !/02 - Interpretation of Attributes/005 Create Attributes for Variables_en.srt
14.8 KB
~Get Your Files Here !/02 - Interpretation of Attributes/006 Scatter Plot-Rify vs Rbse.mp4
43.5 MB
~Get Your Files Here !/02 - Interpretation of Attributes/006 Scatter Plot-Rify vs Rbse_en.srt
6.2 KB
~Get Your Files Here !/02 - Interpretation of Attributes/007 Regression Equation.mp4
69.7 MB
~Get Your Files Here !/02 - Interpretation of Attributes/007 Regression Equation_en.srt
12.9 KB
~Get Your Files Here !/02 - Interpretation of Attributes/008 Interpretation.mp4
83.4 MB
~Get Your Files Here !/02 - Interpretation of Attributes/008 Interpretation_en.srt
12.2 KB
~Get Your Files Here !/02 - Interpretation of Attributes/009 Copper Expansion.mp4
89.2 MB
~Get Your Files Here !/02 - Interpretation of Attributes/009 Copper Expansion_en.srt
15.7 KB
~Get Your Files Here !/02 - Interpretation of Attributes/010 Copper Expansion Example.mp4
73.1 MB
~Get Your Files Here !/02 - Interpretation of Attributes/010 Copper Expansion Example_en.srt
10.9 KB
~Get Your Files Here !/02 - Interpretation of Attributes/011 Copper Expansion Example Continue.mp4
81.9 MB
~Get Your Files Here !/02 - Interpretation of Attributes/011 Copper Expansion Example Continue_en.srt
13.1 KB
~Get Your Files Here !/02 - Interpretation of Attributes/012 Energy Consumption.mp4
90.6 MB
~Get Your Files Here !/02 - Interpretation of Attributes/012 Energy Consumption_en.srt
15.9 KB
~Get Your Files Here !/02 - Interpretation of Attributes/013 Observations.mp4
61.7 MB
~Get Your Files Here !/02 - Interpretation of Attributes/013 Observations_en.srt
8.5 KB
~Get Your Files Here !/02 - Interpretation of Attributes/014 Energy Consumption Example.mp4
48.1 MB
~Get Your Files Here !/02 - Interpretation of Attributes/014 Energy Consumption Example_en.srt
6.3 KB
~Get Your Files Here !/02 - Interpretation of Attributes/015 Debt Assessment.mp4
83.5 MB
~Get Your Files Here !/02 - Interpretation of Attributes/015 Debt Assessment_en.srt
13.8 KB
~Get Your Files Here !/02 - Interpretation of Attributes/016 Debt Assessment Continue.mp4
78 MB
~Get Your Files Here !/02 - Interpretation of Attributes/016 Debt Assessment Continue_en.srt
7.8 KB
~Get Your Files Here !/02 - Interpretation of Attributes/017 Debt to Income Ratio.mp4
105.3 MB
~Get Your Files Here !/02 - Interpretation of Attributes/017 Debt to Income Ratio_en.srt
15.6 KB
~Get Your Files Here !/02 - Interpretation of Attributes/018 Credit Card Debt.mp4
93.9 MB
~Get Your Files Here !/02 - Interpretation of Attributes/018 Credit Card Debt_en.srt
10.7 KB
~Get Your Files Here !/02 - Interpretation of Attributes/019 Predicted values Using MS Excel.mp4
53.7 MB
~Get Your Files Here !/02 - Interpretation of Attributes/019 Predicted values Using MS Excel_en.srt
9.7 KB
~Get Your Files Here !/02 - Interpretation of Attributes/020 Predicted values Using MS Excel Continue.mp4
48.6 MB
~Get Your Files Here !/02 - Interpretation of Attributes/020 Predicted values Using MS Excel Continue_en.srt