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5 defining properties of big data
volume: amount of data
velocity: speed of data
variety: types of data
variability: changes in data flows
veracity: quality of data
3 steps in the framework for analysis and decision-making
understand financial reporting environment
identify and analyze reporting issues using tools
make a recommendation/decision and communicate to stakeholders
4 types of analytics and define each one
descriptive: what happened
diagnostic: why did it happen
predictive: what will happen
prescriptive: what do we do
3 measurement categorizations
cost based, current value, hybrid
cost based measures - 3 events to use?
PPE at cost or NBV
financial instruments at cost or AC (money market)
inventory using WA and FIFO
current value measures - 3 events to use?
financial instruments at fv (stocks)
biological assets
investment properties
hybrid measures - 3 events to use?
impaired PPE measured at recoverable amount
inventory measured at lower of cost and NRV
impaired NR measured using best estimates
2 common types of valuation techniques, define them, which one will we use most?
income models (use this most) - convert future amounts to current amounts
market models - use prices from market transactions involving similar transactions
2 approaches to discounted cash flow model
traditional discounted cash flow approach, expected cash flow approach
traditional discounted cash flow approach
when is this best used for? (2)
discount rate adjusted to reflect all risks
use when cash flows are fairly certain, and cash flows are specified in contract (fixed interest and principal)
expected cash flow approach
when is this useful? (1)
risk free discount rate used to discount cash flows that have been adjusted for uncertainty
useful where element being measured has variable cash flows
what are value in use measurements
entity specific measure, so the value is based on how the company plans to use them
2 steps to determine value in use
estimate future cash flows
calculate present value of cash flows
to measure fair value, what 4 things must an entity determine?
particular asset being measured
how the item would/could be used
the market the item would be bought and sold in
if model is used to measure fair value, which model it is
what is the fair value hierarchy, and what does it consist of?
it is a model that categorizes inputs to valuation methods using the quality of info
level 1, 2, 3 inputs
level 1 inputs: what is it
example
least subjective
observable inputs that reflect quoted prices for identical assets or liabilities in active markets
ex: measuring fv of share on TSX, input is price of exact class of share
level 2 inputs: what is it
example
subjective
inputs other than quotes prices included in level 1 that are observable for the asset or liability either directly or through corroboration with observable data
ex: measuring fv of new issue of bonds, input is int rate observable in market
level 3 inputs: what is it
example
most subjective
unobservable inputs
ex: measuring fv of manufacturing division for impairment, inputs are estimated cash flows