Publications by Ganesh Kumar
Problem_Set
2.10 Exercises Explore the following four time series: Bricks from aus_production, Lynx from pelt, Close from gafa_stock, Demand from vic_elec. library(fpp3) ## Registered S3 method overwritten by 'tsibble': ## method from ## as_tibble.grouped_df dplyr ## ── Attaching packages ───────────────...
12840 sym R (15753 sym/98 pcs) 46 img
NBA_3Point_Project
# Set working directory and path to data setwd("C:/Users/LENOVO/Downloads/Regression Model") # Example path on Windows # Clear the workspace rm(list = ls()) # Clear environment gc() # Clear unused memory ## used (Mb) gc trigger (Mb) max used (Mb) ## Ncells 524671 28.1 1168867 62.5 660385 35.3 ## Vcells 968739 ...
39912 sym R (51372 sym/181 pcs) 18 img
Project
# Set working directory and path to data setwd("C:/Users/LENOVO/Downloads/Regression Model") # Example path on Windows # Clear the workspace rm(list = ls()) # Clear environment gc() # Clear unused memory ## used (Mb) gc trigger (Mb) max used (Mb) ## Ncells 524161 28.0 1167410 62.4 660385 35.3 ## Vcells 961094 ...
17071 sym R (102755 sym/159 pcs) 19 img
Project_with_model
# Set working directory and path to data setwd("C:/Users/LENOVO/Downloads/Regression Model") # Example path on Windows # Clear the workspace rm(list = ls()) # Clear environment gc() # Clear unused memory ## used (Mb) gc trigger (Mb) max used (Mb) ## Ncells 523717 28.0 1166141 62.3 660385 35.3 ## Vcells 957762 ...
9823 sym R (47434 sym/153 pcs) 14 img
Data_Clean_NBA
# Set working directory and path to data setwd("C:/Users/LENOVO/Downloads/Regression Model") # Example path on Windows # Clear the workspace rm(list = ls()) # Clear environment gc() # Clear unused memory ## used (Mb) gc trigger (Mb) max used (Mb) ## Ncells 522537 28.0 1162770 62.1 660385 35.3 ## Vcells 950386 ...
72 sym R (31861 sym/68 pcs)
Summary_NBA
# Set working directory and path to data setwd("C:/Users/LENOVO/Downloads/Regression Model/Project") # Example path on Windows # Clear the workspace rm(list = ls()) # Clear environment gc() # Clear unused memory ## used (Mb) gc trigger (Mb) max used (Mb) ## Ncells 521728 27.9 1160458 62 660385 35.3 ## Vcells...
1392 sym R (13301 sym/39 pcs) 3 img
Practice_NBA
# Set working directory and path to data setwd("C:/Users/LENOVO/Downloads/Regression Model/Project") # Example path on Windows # Clear the workspace rm(list = ls()) # Clear environment gc() # Clear unused memory ## used (Mb) gc trigger (Mb) max used (Mb) ## Ncells 521680 27.9 1160321 62 660385 35.3 ## Vcells...
44 sym R (9978 sym/37 pcs) 3 img
Panel_Data
# Clear the workspace rm(list = ls()) # Clear environment-remove all files from your workspace gc() # Clear unused memory ## used (Mb) gc trigger (Mb) max used (Mb) ## Ncells 522159 27.9 1161690 62.1 660385 35.3 ## Vcells 953990 7.3 8388608 64.0 1769879 13.6 graphics.off() # Clear all graphs # Prepare needed lib...
12083 sym R (63040 sym/86 pcs) 5 img
Gauss Markov Assumptions and Residual Analysis
# Clear the workspace rm(list = ls()) # Clear all files from your environment gc() # Clear unused memory ## used (Mb) gc trigger (Mb) max used (Mb) ## Ncells 521626 27.9 1160167 62 660385 35.3 ## Vcells 950167 7.3 8388608 64 1769879 13.6 1. Gauss-Markov Assumptions. The Gauss-Markov theorem is a fundamental...
7393 sym R (4397 sym/25 pcs) 15 img
OVB
# Clear the workspace rm(list = ls()) # Clear all files from your environment gc() # Clear unused memory ## used (Mb) gc trigger (Mb) max used (Mb) ## Ncells 522012 27.9 1161270 62.1 660385 35.3 ## Vcells 951178 7.3 8388608 64.0 1769879 13.6 cat("\f") graphics.off() What is Bias of an estimator? The bias of an...
6717 sym R (10662 sym/56 pcs) 2 img