STAT REVIEW
NEWSVENDOR MODEL
ADVANCED LP
Bottlenecks
a data go along
100

This is the basic definition of probability.

long run relative frequency

100

Products that are adaptable to having their

inventory managed by Newsvendor models are

said to have this type of market existence.

short-life cycle? (or perishable)

100

This metric tells us the change in the objective

function if we produced a unit of a product that

was not in the optimal solution.

reduced cost

100

This metric is found by taking the inverse of the

cycle time of a process.

capacity? (flow rate)

100

We’re working with this when we discover that

Excel capacity is too small to do the calculations.

n What

big data

200

If the desired area in a Standard Normal

Distribution is less than .5, then the Z-score

would have this characteristic.

negative

200

This defines how many times the inventory

manager gets to order using Newsvendor

Models.

once

200

The relative sizes of the profit contributions of

different products form this graphical

characteristic of a linear objective function.

SLOPE

200

When we analyze the average amount of time

customers spend in the process, then Little

would say we have calculated this metric.

flow time (w)

200

n It takes a computer to hold this organized

collection of structured information.

database

300

The Critical Fractile which represents the desired

area to the left of Q (order amount), defines this

relationship between Q and Demand.

What is the fact that Q > D?

300

When we err in estimating the actual demand

of a product by ordering too much, we suffer

this type of inventory cost.

overage

300

The relative sizes of the profit contributions of

different products form this graphical

characteristic of a linear objective function.

LP Simplex (or Simplex algorithm)?

300

This important element of a process can be

observed to accumulate right before the

bottleneck.

inventory

300

n The bible on this topic (Sosulski’s text) says that

this is the process of representing information

graphically.

data visualization

400

If we want to test whether our data is from a

particular type of distribution, we use this

statistical test.

What is a Chi-Square Goodness of Fit test?

400

When analyzing a Normal distribution, we

standardize the metrics of the problem using this

statistical term for measuring the number of

standard deviations we have varied from the

mean.

z-statistic? (or z-score)

400

This type of optimal solution to an LP problem

exists when there is more than one optimal

corner point.

an infinite number of optimal solutions?

(or alternate optima)

400

If a scarce resource in an LP optimization is

reduced by one unit, the effect on the objective

function is conveniently calculated by Solver, and

is labeled by this term.

Shadow Price?

400

Although we might not find precious metals, this

process often discovers answers to problems.

data mining

500

When we attempt to make inferences about a

parameter of a population, we use this

characteristic of a sample.

a statistic

500

When we calculate the Critical Fractile

percentage in an analysis, we are determining

this desired relationship between the supplier

and customer.

 service level?

500

If two constraints were inconsistent, such as

x>5 and x<4, this LP problem would be said to

have this type of solution problem.

no feasible solution? (infeasible)

500

HBR called this occupation the sexiest job for

the 21st century.

data scientist