present value analysis
$ value of future cost/income stream, calculated as of a certain datef
future value analysis
future value of current expenditure/investment based on assumed rate of growth
present value equation
FV/ (1+r)^n
interest rate components
TVM used mostly for
capital projects
payback analysis
how long will it take to recover amount invested in new capital asset/project
flowcharting
obtain/convey understanding of a business process
high level flowchart
overall understanding of a process
mid level flowchart
understand steps of a process
low level flowchart
guide automation of process
earned value management
technique for managing large projects
- quantifies progress on project by considering funds expended, time expended, and status of deliverables
regression analysis
relationship among variables
correlation coefficient
degree of accuracy which regression can be used to predict results
multiple regressions
e pluribus unum
out of many, one
- multiple independent variables and choose highest correlation coefficient
restriction of regression analysis
data mining
modeling and knowledge discovery for predictive not descriptive purposes
- sort through large data
- direct analyst to examin specific area
- application of software’s own analytical structure
predictive analytics
analyze current and historical facts to make predictions
- used in debt collection, healthcare, supply management, customer retention
data analytics strengths
review complete data sets not jsut sample
- link together multiple data sources
starting a data analytics program
caution for data analytics
forensic auditing
exam of org/individual financial info and economic affairs to investigate theft/fraud/negligence
steps for forensic audit
data collection, data prep, data analysis, reporting
benford digital anaylsis
predicted on observation that more transactions begin with the number 1 than larger numbers
(more 1s than 2s more 2s than 3s etc)
competitive sourcing analysis
to decide whether to contract out or stay in house