Mathematics
8 years ago

New test improves accuracy of fitting generalized exponential distribution models.

Pakistan Journal of Statistics and Operation Research
EMPIRICAL CHARACTERISTIC FUNCTION APPROACH TO GOODNESS-OF-FIT TESTS FOR THE GENERALIZED EXPONENTIAL DISTRIBUTION
Suzanne A Allam

Paper Summary

Related papers

Economics, Econometrics and Finance
8 years ago

New test boosts accuracy of data analysis, revolutionizing statistical comparisons.

Financial Volatility
Theme background image
Mathematics
8 years ago

New test statistic revolutionizes density estimation accuracy and reliability!

Regularization Methods
Skew Distributions
Missing Data
1 view
Decision Sciences
8 years ago

New test outperforms Kolmogorov-Smirnov in analyzing distribution fit.

Behavioral Economics
Epistemology
1 view

The researchers developed a new test to check if a certain type of distribution fits a set of data. They used a method called the empirical characteristic function and ran simulations to find the test's accuracy. Their test was compared to other common tests, and it showed good performance in detecting how well the data matched the distribution.