Computational statistics and simulation

What is a simulation in statistics?
Simulation studies are computer experiments that involve creating data by pseudo-random sampling.
A key strength of simulation studies is the ability to understand the behavior of statistical methods because some "truth" (usually some parameter/s of interest) is known from the process of generating the data..
What is the impact factor of the journal of statistical computation and simulation?
The 2022-2023 Journal's Impact IF of Journal of Statistical Computation and Simulation is 1.225, which is just updated in 2023..
What is the purpose of a simulation study?
Simulation studies are computer experiments that involve creating data by pseudo-random sampling.
A key strength of simulation studies is the ability to understand the behavior of statistical methods because some "truth" (usually some parameter/s of interest) is known from the process of generating the data..
What is the use of statistics in simulation?
The statistical simulation method also allows to study experimentally the probability characteristics of statistical estimates in the cases where the theoretical distributions of the corresponding statistics are unknown and cannot be obtained in a closed form or even in the form of a series..
Why is simulation useful in statistics?
Simulation studies are used to obtain empirical results about the performance of statistical methods in certain scenarios, as opposed to more general analytic (algebraic) results, which may cover many scenarios.
It is not always possible, or may be difficult, to obtain analytic results..

Journal of Statistical Computation and Simulation, Volume 93, Issue 18 (2023). Browse this journal. Latest articlesCurrent issueList of issues

The Journal of Statistical Computation and Simulation is a peer-reviewed scientific journal that covers computational statistics. It is published by Taylor & Francis and was established in 1972. The editors-in-chief are Richard Krutchkoff and WikipediaImpact factor: 0.767 (2018)Discipline: StatisticsPublisher: Taylor & FrancisFirst issue date: 1972ISSN: 0094-9655 (print); 1563-5163 (web)

Categories

Computational statistics and simulation

What is a simulation in statistics?

What is the impact factor of the journal of statistical computation and simulation?

What is the purpose of a simulation study?

What is the use of statistics in simulation?

Why is simulation useful in statistics?