Research Article

Forecasting Exchange Rate of Pakistan Using Time Series Analysis

Table 1

Descriptive statistics for and time series.


Mean145.59410.035940
Median154.60000.000000
Maximum168.36639.935090
Minimum110.0740−6.394855
Standard deviation18.011560.809751
Skewness−0.6808442.900372
Kurtosis2.07813346.75599
Jarque–Bera test136.666498385.90
Probability0.0000000.000000
Sum176605.743.55964
Sum Sq. deviation393192.6794.0484
Observations12131212