Module for evaluation of homoscedasticity and corrections
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Updated
Jun 22, 2022 - Jupyter Notebook
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breusch-pagan
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Demonstrativo Detalhado de uma análise de Regressão Linear, e Não Linear Múltipla em planos de saúde.
python
data-science
machine-learning
ggplot2
ai
jupyter-notebook
tidyverse
data-visualization
data-analysis
multiple-linear-regression
pyforest
breusch-pagan
boxcox
multiple-non-linear-regression
shapiro-francia
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Updated
Aug 18, 2021 - Jupyter Notebook
This is a group project for MTH416A: Regression Analysis at IIT Kanpur
r
prediction
ozone
ridge-regression
rmse
aic
principal-components-regression
shapiro-wilk
vif
auto-arima
box-cox
scree-plot
scatterplot-matrix
qq-plot
breusch-pagan
variance-decompotion-proportion
alternating-conditional-expectation
mallows-cp
stepwise-selection
multiple-time-series
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Updated
Dec 3, 2021 - R
SmoothTrend is a comprehensive time series analysis tool that utilizes Holt-Winters, Holt, and Simple Exponential Smoothing methods, as well as ARIMA/SARIMA modeling, to perform advanced trend analysis, stationarity testing, residual analysis, and forecasting.
python
data
statistics
forecasting
data-analysis
kolmogorov-smirnov
arima-model
exponential-smoothing
dickey-fuller
seasonality
mann-kendall
shapiro-wilk
arima-forecasting
heteroscedasticity
sarima
cox-stuart
holt-winters-forecasting
spearman-rank-correlation
breusch-pagan
ljung-box-test
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Updated
Jul 29, 2024 - Python
Predicting wage in the uswage dataset (Linear Regression). Model Selection, Model Diagnostics etc.
linear-regression
model-selection
outlier-detection
qqplot
model-diagnostics
breusch-pagan
cooks-distance
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Updated
Jan 9, 2022
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