CRAN/E | R Packages from Dr. Ranjit Kumar Paul

Dr. Ranjit Kumar Paul

Author of 19 R packages

Quick info

Dr. Ranjit Kumar Paul has worked on 19 packages so far. In total, Dr. Ranjit Kumar Paul has worked with 15 other authors on those packages. Impressive teamwork!

Packages overview

CDVI
CEEMDANML
CGR
InterNL
OptiSembleForecasting
PMEvapotranspiration
PWEV
TSLSTM
VIRF
WaveletANN
WaveletArima
WaveletETS
WaveletGARCH
WaveletGBM
WaveletKNN
WaveletLSTM
WaveletML
WaveletMLbestFL
WeightedEnsemble

Package details

CDVI

Cuddy-Della Valle Index for Capturing the Instability in Time Series Data

Dr. S. Vishnu Shankar , Dr. Ranjit Kumar Paul , Dr. Md Yeasin , Dr. Himadri Shekhar Roy

CEEMDANML

CEEMDAN Decomposition Based Hybrid Machine Learning Models

Mr. Sandip Garai , Dr. Ranjit Kumar Paul , Dr. Md Yeasin

CGR

Compound Growth Rate for Capturing the Growth Rate Over the Period

Dr. S. Vishnu Shankar , Dr. Ranjit Kumar Paul , Dr. Himadri Shekhar Roy , Dr. Md Yeasin

InterNL

Time Series Intervention Model Using Non-Linear Function

Dr. Amrit Kumar Paul , Dr. Md Yeasin , Dr. Ranjit Kumar Paul , Mr. Subhankar Biswas , Dr. HS Roy , Dr. Prakash Kumar

OptiSembleForecasting

Optimization Based Ensemble Forecasting Using MCS Algorithm

Dr. Md Yeasin , Dr. Ranjit Kumar Paul

PMEvapotranspiration

Calculation of the Penman-Monteith Evapotranspiration using Weather Variables

Dr. Himadri Shekhar Roy , Dr. Ranjit Kumar Paul , Dr. Md Yeasin , Dr. Amrit Kumar Paul , Dr. Kamalika Nath

PWEV

PSO Based Weighted Ensemble Algorithm for Volatility Modelling

Mr. Ankit Kumar Singh , Dr. Ranjit Kumar Paul , Dr. Amrit Kumar Paul , Dr. Md Yeasin , Ms. Anita Sarkar

TSLSTM

Long Short Term Memory (LSTM) Model for Time Series Forecasting

Dr. Ranjit Kumar Paul , Dr. Md Yeasin

VIRF

Computation of Volatility Impulse Response Function of Multivariate Time Series

Dr. Ranjit Kumar Paul , Mr. Ankit Tanwar

WaveletANN

Wavelet ANN Model

Dr. Ranjit Kumar Paul , Dr. Md Yeasin

WaveletArima

Wavelet-ARIMA Model for Time Series Forecasting

Dr. Ranjit Kumar Paul , Mr. Sandipan Samanta , Dr. Md Yeasin

WaveletETS

Wavelet Based Error Trend Seasonality Model

Dr. Ranjit Kumar Paul , Dr. Md Yeasin

WaveletGARCH

Fit the Wavelet-GARCH Model to Volatile Time Series Data

Dr. Ranjit Kumar Paul , Sandipan Samanta , Ankit Tanwar

WaveletGBM

Wavelet Based Gradient Boosting Method

Dr. Ranjit Kumar Paul , Dr. Md Yeasin

WaveletKNN

Wavelet Based K-Nearest Neighbor Model

Dr. Ranjit Kumar Paul , Dr. Md Yeasin

WaveletLSTM

Wavelet Based LSTM Model

Dr. Ranjit Kumar Paul , Dr. Md Yeasin

WaveletML

Wavelet Decomposition Based Hybrid Machine Learning Models

Mr. Sandip Garai , Dr. Ranjit Kumar Paul , Dr. Md Yeasin

WaveletMLbestFL

The Best Wavelet Filter-Level for Prepared Wavelet-Based Models

Mr. Sandip Garai , Dr. Ranjit Kumar Paul

WeightedEnsemble

Weighted Ensemble for Hybrid Model

Dr. Ranjit Kumar Paul , Dr. Md Yeasin

Colleagues

Dr. S. Vishnu Shankar
Dr. Md Yeasin
Dr. Himadri Shekhar Roy
Mr. Sandip Garai
Dr. Amrit Kumar Paul
Mr. Subhankar Biswas
Dr. HS Roy
Dr. Prakash Kumar
Dr. Kamalika Nath
Mr. Ankit Kumar Singh
Ms. Anita Sarkar
Mr. Ankit Tanwar
Mr. Sandipan Samanta
Sandipan Samanta
Ankit Tanwar