Search result for Regression Analysis Online Courses & Certifications
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The Essential Guide to Stata
by F. Buscha- 4.4
14 hours on-demand video
Regression including diagnostics (Ordinary Least Squares) Regression model building Survival data analysis (Parametric, Cox-Proportional Hazard and Parametric Survival Regression) Panel data analysis (Long Form Data, Lags and Leads, Random and Fixed Effects, Hausman Test and Non-Linear Panel Regression) Difference-in-differences analysis (Difference-in-Difference and Parallel Trends) Instrumental variable regression (Endogenous Variables, Sample Selection, Non-Linear Endogenous Models)...
$14.99
Python for Machine Learning and Data Mining
by CARLOS QUIROS- 3.6
12.5 hours on-demand video
- Linear and Multiple Regression- Regularization- Polynomial Regression- Logistic Regression- Cross Validation- Support Vector Machines for Regression and Classification- Decision Trees and Random Forest- KNN algorithm- GridSearchCV- Principal Component Analysis (PCA)- Linear Discriminant Analysis (LDA)- Kernel Principal Component Analysis (KPCA)- Ensemble methods- K means clustering analysis- Market Basquet Analysis- Time Series with ARIMA models- Gradient Descent- Multilayer Neural Networks...
$11.99
Inferential Statistics
by Annemarie Zand Scholten , Emiel van Loon- 4.4
Approx. 23 hours to complete
Multiple regression - Model Multiple regression - Tests Multiple regression - Categorical predictors, categorical response variable and example Multiple regression - Transcripts Multiple regression Analysis of variance 06 ANOVA and regression Analysis of variance - Basics and one-way ANOVA Analysis of variance - Factorial ANOVA and regression Analysis of variance - Transcripts...
Population Health: Responsible Data Analysis
by Mar Rodriguez Girondo , Jelle Goeman , Saskia le Cessie- 4.6
Approx. 21 hours to complete
In this course, we will emphasize the concepts and we will also teach you how to effectively perform your analysis using R. Welcome to Responsible Data Analysis Population health: Responsible Data Analysis Initial data analysis Case study: Initial data analysis in practice R exercise: Initial data analysis From data to information II: regression techniques...
Introductory Probability and Statistics
by Ash Narayan Sah- 3.9
11 hours on-demand video
Regression Analysis- Introduction to Regression, Regression Line, Assumptions of the Classical Linear Regression Model, OLS Method, Coefficient of Determination (R Square), Standard Error of OLS estimates, Confidence Interval for alpha and beta, Hypothesis testing, Two-Tail, One -Tail, Regression Analysis Solved Example, Forecasting With Regression Model, Regression Estimation Using Excel....
$9.99
Statistics with R - Intermediate Level
by Bogdan Anastasiei- 4.2
2.5 hours on-demand video
Now you don’t have to scour the web endlessly in order to find how to do a Pearson or Spearman correlation, an independent t test or a factorial ANOVA, how to perform a sequential regression analysis or how to compute the Cronbach’s alpha. execute the one-way analysis of variance perform the two-way and three-way analysis of variance...
$12.99
Machine Trading Analysis with Python
by Diego Fernandez- 3.3
6 hours on-demand video
Learn machine trading analysis from basic to expert level through a practical course with Python programming language. Learn machine trading analysis through a practical course with Python programming language using S&P 500® Index ETF historical data for back-testing. Become a Machine Trading Analysis Expert and Put Your Knowledge in Practice...
$12.99
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Response Surfaces, Mixtures, and Model Building
by Douglas C. Montgomery- 4.7
Approx. 13 hours to complete
Other related topics include design and analysis of computer experiments, experiments with mixtures, and experimental strategies to reduce the effect of uncontrollable factors on unwanted variability in the response. Unit 2: Regression Models Linear Regression Models Regression Analysis of a 2^3 Factorial Design Hypothesis Testing in Multiple Regression Confidence Intervals in Multiple Regression Regression Model Diagnostics...
Connect the Dots: Factor Analysis
by Loony Corn- 3.7
1.5 hours on-demand video
Factor analysis helps to cut through the clutter when you have a lot of correlated variables to explain a single effect. Apply PCA to explain the returns of a technology stock like AppleFind the principal components and use them to build a regression model ...
$9.99
Regression Machine Learning with Python
by Diego Fernandez- 3.5
6 hours on-demand video
Learn regression machine learning from basic to expert level through a practical course with Python programming language Compare regression machine learning algorithms training and testing. For algorithm training, you’ll use only relevant predictor features subset or transformations through principal component analysis procedure and linear regression coefficients regularization optimal parameter estimation or fine tuning through time series cross-validation....
$12.99