Residual check using the Durbin Watson test from Scratch in Python
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Updated
May 28, 2021 - Jupyter Notebook
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durbin-watson-test
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Book of Demythologize Durbin-Watson Test Statistic | Correct the critical values of DW statistic
statistics
timeseries
time-series-analysis
statistics-learning
statistics-modeling
recurrent-neural-network
statistics-for-data-science
durbin-watson
durbin-watson-test
statistics-simulation
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Updated
Feb 21, 2024
Analysis of real estate sales data. Tasks include understanding dataset structure, variable conversion, descriptive analysis, pairwise comparisons, linear relationship analysis, multiple regression modeling, feature selection using stepwise methods, final model summary, assumptions checking, and LASSO variable selection. Results are documented.
visualization
r
feature-selection
lasso-regression
pairwise-comparison
multiple-regression
descriptive-analysis
pearson-correlation-coefficient
runs-test
durbin-watson-test
stepwise-selection
assumption-testing
linear-relationship
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Updated
Apr 15, 2024 - R
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