APPLY STATISTIC FOR BANKING
Description
Applied
Statistics introduces the bankers to the use of basic statistical concepts in
banking applications. This course emphasizes topics on sampling and
non-parametric methods which isn't covered in Basic Statistics course. In
sampling topic, bankers learn to plan, execute, and evaluate of sample surveys.
The sampling topic covers: simple random, stratified, and cluster sampling;
multistage and systematic sampling; questionnaire design; cost functions; and
optimal designs. The participant or bankers must organize the team, perform,
and analyse actual sample surveys. Nonparametric topic covers concepts of
parametric and nonparametric statistics, hypothesis tests, ranks, order
statistics, classical distribution-free tests. In the end of the course, the participants
will conduct a real life survey, analyse collected data and present the survey
result.
The purpose of this course is to deliver the knowledge
and understanding of the key elements of statistical business process that are
fundamental to bank organization.
Materi Training
·
Basic statistics for banking review
·
Sampling: overview
·
Sampling terminology
·
Statistical terms in sampling
o Simple
random sampling
o Stratified
random sampling
o Systematic
random sampling
o Cluster
(area) random sampling
o Multistage
sampling
·
Non-probability sampling:
o Accidental,
Haphazard or Convenience Sampling
o Purposive
sampling
· Level
of measurement
· Survey
research
· Scaling
· Qualitative
measures
· Nonparametric
Methods: order statistics and their distributions
· Empirical
distribution functions, Kolmogorov-Smirnov test for the equality of two
distribution functions
· Sign
test, test for symmetry, signed-rank test, Wilcoxon-Mann-Whitney test,
Kruskal-Wallis test, run test, tests for independence
· Analyzing
data
Participants
This
program is intended for Personal in any level in Production, Inventory,
Logistics Maintenance, and Quality Manager and supervisor
Instructors
Dr. Dedi Rosadi
M.Sc
