CRAN/E | R Packages from Rajeev Ranjan Kumar

Rajeev Ranjan Kumar

Author of 13 R packages

Quick info

Rajeev Ranjan Kumar has worked on 13 packages so far. In total, Rajeev Ranjan Kumar has worked with 11 other authors on those packages. Impressive teamwork!

Packages overview

EEMDelm
EEMDlstm
MSGARCHelm
SBAGM
TSdeeplearning
compindPCA
decompDL
eemdARIMA
eemdTDNN
stlARIMA
stlELM
stlTDNN
tsfngm

Package details

EEMDelm

Ensemble Empirical Mode Decomposition and Its Variant Based ELM Model

Girish Kumar Jha , Kapil Choudhary , Rajeev Ranjan Kumar , Ronit Jaiswal

EEMDlstm

EEMD Based LSTM Model for Time Series Forecasting

Kapil Choudhary , Girish Kumar Jha , Ronit Jaiswal , Rajeev Ranjan Kumar

MSGARCHelm

Hybridization of MS-GARCH and ELM Model

Rajeev Ranjan Kumar , Girish Kumar Jha , Neeraj Budhlakoti

SBAGM

Search Best ARIMA, GARCH, and MS-GARCH Model

Rajeev Ranjan Kumar , Girish Kumar Jha , Dwijesh C. Mishra , Neeraj Budhlakoti

TSdeeplearning

Deep Learning Model for Time Series Forecasting

Ronit Jaiswal , Girish Kumar Jha , Rajeev Ranjan Kumar , Kapil Choudhary

compindPCA

Computation of Relative Weights of Variables and Composite Index Values Based on PCA

Sudipta Paul , Rajeev Ranjan Kumar , Mrinmoy Ray , Biswajit Mondal , Prakash Kumar

decompDL

Decomposition Based Deep Learning Models for Time Series Forecasting

Kapil Choudhary , Girish Kumar Jha , Ronit Jaiswal , Rajeev Ranjan Kumar

eemdARIMA

EEMD Based Auto Regressive Integrated Moving Average Model

Rajeev Ranjan Kumar , Girish Kumar Jha , Kapil Choudhary , Ronit Jaiswal

eemdTDNN

EEMD and Its Variant Based Time Delay Neural Network Model

Kapil Choudhary , Girish Kumar Jha , Rajeev Ranjan Kumar , Ronit Jaiswal

stlARIMA

STL Decomposition and ARIMA Hybrid Forecasting Model

Ronit Jaiswal , Girish Kumar Jha , Rajeev Ranjan Kumar , Kapil Choudhary

stlELM

Hybrid Forecasting Model Based on STL Decomposition and ELM

Girish Kumar Jha , Ronit Jaiswal , Kapil Choudhary , Rajeev Ranjan Kumar

stlTDNN

STL Decomposition and TDNN Hybrid Time Series Forecasting

Girish Kumar Jha , Ronit Jaiswal , Kapil Choudhary , Rajeev Ranjan Kumar

tsfngm

Time Series Forecasting using Nonlinear Growth Models

Mrinmoy Ray , K. N. Singh , Kanchan Sinha , Rajeev Ranjan Kumar , Prakash Kumar

Colleagues

Girish Kumar Jha
Kapil Choudhary
Ronit Jaiswal
Neeraj Budhlakoti
Dwijesh C. Mishra
Sudipta Paul
Mrinmoy Ray
Biswajit Mondal
Prakash Kumar
K. N. Singh
Kanchan Sinha