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ericyung1998 /financial-analysis-r

[R] Statistical analysis of financial data conducted in R

r statistics arch optimization regression acf var arima financial-analysis anova garch aic normal-distribution expected-shortfall natural-splines exponential-distribution pacf qq-plot

UpdatedJan 31, 2022
R

sanketmaneDS /Simple_Linear_Regression

This repository introduces reader to basic concepts of simple linear regression and its application.

linear-regression ols-regression log-transformation qq-plot

UpdatedNov 17, 2022
Jupyter Notebook

ArkaB-DS /regressionProjectIITK

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

UpdatedDec 3, 2021
R

PontusHovb /Global-Temperatures

Regression analysis exploring cause of increasing global temperature change through independent variables related to CO2-emissions

linear-regression qq-plot cooks-distance residuals-vs-fitted

UpdatedAug 4, 2024
R

guilhermedom /perceptron-regression-ice-cream-per-temp

Perceptron regressing revenue for an ice cream stand according to temperature.

python tensorflow linear-regression scikit-learn perceptron normal-distribution simple-linear-regression r2-score mean-absolute-error neural-network-regression linear-regression-assumptions qq-plot ordinary-least-squares-regression chi-squared-distribution revenue-regression

UpdatedJan 6, 2023
Jupyter Notebook

nani757 /QQ-plot-Function-Transformer-Log-Transform-Reciprocal-Transform-Square-Root-Transform

Function Transformer is part of feature engineering it converts probability density function to normal distribution

feature-engineering logisticregression decisiontreeclassifier columntransformer log-transform qq-plot function-transformer reciprocal-transform square-root-transform

UpdatedApr 26, 2022
Jupyter Notebook

givitallugot /survivalplotqq

R Package for survival data Q-Q plot

visualization survival-analysis r-package beta-release qq-plot

UpdatedMay 19, 2021
R

vladislavpyatnitskiy /findatavizpy

Financial Data Visualisation

python pie-chart heatmap scatter-plot boxplot barplot line-plot drawdown qq-plot

UpdatedNov 3, 2024
Python

myJava

Cvillas91 /myJava

Bachelor's thesis on automatic distribution functions over financial assets logarithmic returns

java probabilistic-programming financial-data information-criterion qq-plot pp-plot

UpdatedFeb 18, 2022
Java

monyakenes /QQ-plot-for-Daily-returns-of-IBM-observations

The code lets you get a QQ plot for Daily returns of IBM observations from Jan 1 2005 till Dec 31 2019

ibm stock-returns qq-plot

UpdatedMar 20, 2021
MATLAB

gaizkiaadeline /Forest-Fire-Prediction-Using-Data-Mining-Techniques

This project focuses on predicting forest fire areas using the Fire Weather Index (FWI) dataset. Key methods include the use of Log Transform to normalize the burned area data, improving the performance of linear regression models. Data analysis and visualizations like histograms and QQ plots are utilized to explore patterns and model accuracy.

data-mining linear-regression log-transform qq-plot

UpdatedOct 17, 2024
R

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