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#Multiple Linear Regression

Showing: 15 courses
statisticsmatt

Correlation

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Explore correlation concepts, from Pearson's coefficient to advanced topics like partial and rank correlations. Learn geometrical interpretations, multiple regression, and practical applications using R.
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17 Lesons
2 hours 30 minutes
On-Demand
Free-Video
Pennsylvania State University

Statistics

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Learn advanced statistical techniques including regression analysis, ANOVA, and model selection. Master key concepts like variance inflation, F-tests, and information criteria for robust data analysis.
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24 Lesons
3 hours 30 minutes
On-Demand
Free-Video
Great Learning

Linear Regression in Python - Machine Learning - Linear Regression Algorithm

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Comprehensive tutorial on linear regression, covering simple and multiple regression with Excel and Python implementations. Includes step-by-step examples and practical applications in data analysis.
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5 Lesons
2 hours 3 minutes
On-Demand
Free-Video
Great Learning

Linear Regression Full Course

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This “Linear Regression” Tutorial by Great Learning would help you to comprehensively learn all the underlying concepts of Linear Regression.
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6 Lesons
3 hours 52 minutes
On-Demand
Free-Video
statisticsmatt

Exponential Family

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Comprehensive exploration of exponential family distributions, covering theoretical aspects and practical applications using R for simulation and confirmation of results.
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22 Lesons
3 hours 30 minutes
On-Demand
Free-Video
statisticsmatt

General Linear Models - Regression

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Comprehensive exploration of linear regression models, covering simple and multiple regression techniques, statistical inference, model diagnostics, and advanced topics for in-depth statistical analysis.
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70 Lesons
17 hours
On-Demand
Free-Video

Machine Learning with Python Tutorials

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Explore AI, machine learning, and deep learning concepts, including linear regression models and practical applications like temperature estimation and virus prediction.
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8 Lesons
1 hour 30 minutes
On-Demand
Free-Video
The AI University

Machine Learning Using Spark MLLib

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Learn to implement machine learning algorithms using Spark MLLib, covering linear regression techniques, data preprocessing, model building, and evaluation methods in a hands-on, practical approach.
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13 Lesons
2 hours 30 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Instrumental Variable Estimation for Multiple Linear Regression Models - Part IV

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Explore IV techniques for MLRM, generalized MLRM, multiple instruments, and endogenous variables in econometric modeling.
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5 Lesons
35 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Instrumental Variable Estimation - Part III

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Explore IV techniques for MLRM, Generalised MLRM, multiple instruments, and endogenous variables in econometric analysis.
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1 Lesons
27 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Multiple Linear Regression

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Explore multiple linear regression techniques for analyzing relationships between multiple variables and predicting outcomes in statistical modeling.
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1 Lesons
39 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Multiple Linear Regression: Model Building and Selection

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Build and select multiple linear regression models through data loading, visualization, and iterative model refinement using R.
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10 Lesons
15 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Multiple Linear Regression Model and Application of F Statistics - Part 5

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Explore multiple linear regression models and apply F statistics in advanced statistical analysis. Enhance your understanding of complex data relationships and hypothesis testing.
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1 Lesons
26 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Multiple Linear Regression Model and Application of F Statistics - Part 2

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Explore advanced concepts of multiple linear regression and F-statistics, enhancing statistical analysis skills for complex data modeling.
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1 Lesons
28 minutes
On-Demand
Free-Video
Forensic 365

Importance of Statistics in Forensic Science - Dr. Rajesh Verma

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Explore multiple and logistic regression in forensic science with detailed examples. Builds on previous sessions to enhance statistical knowledge for evidence interpretation.
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1 Lesons
1 hour 5 minutes
On-Demand
Free-Video