DescribeDF (version 0.2.1)

df_descstat: Descriptive Statistics of A Data Frame

Description

Gives descriptive statistics for a data frame (df) excluding the first column. First column mentions different statistics. Other columns are the Statistics values of the particular column (series). "p_value <= 0.01: ***; p_value <= 0.05: **; p_value <= 0.1: *".

Usage

df_descstat(df)

Value

• desc_df - A table contains 10 descriptive statistics rowwise

Arguments

df

Data Frame with first column as serial number or date

References

• Garai, S., & Paul, R. K. (2023). Development of MCS based-ensemble models using CEEMDAN decomposition and machine intelligence. Intelligent Systems with Applications, 18, 200202.

• Garai, S., Paul, R. K., Rakshit, D., Yeasin, M., Paul, A. K., Roy, H. S., Barman, S. & Manjunatha, B. (2023). An MRA Based MLR Model for Forecasting Indian Annual Rainfall Using Large Scale Climate Indices. International Journal of Environment and Climate Change, 13(5), 137-150.

Examples

# create a vector of dates
dates <- seq(as.Date("2021-01-01"), as.Date("2021-01-05"), by = "day")

# create vectors of random numeric data for columns A through E
A <- runif(5, 0, 1)
B <- runif(5, 0, 1)
C <- runif(5, 0, 1)
D <- runif(5, 0, 1)
E <- runif(5, 0, 1)

# combine the vectors into a data frame
df <- data.frame(Date = dates, A = A, B = B, C = C, D = D, E = E)

# print the data frame
print(df)

# Data Description
df_descstat(df)