Forcasting Flashcards

1
Q

Forcast

A

A prediction of future events used for planning purposes

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2
Q

Demand

A

A prediction of future demand by analyzing past demand patterns to make predictions

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3
Q

Time series

A

The repeated observations of demand for a service or product in their order of occurrence

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4
Q

What are the 5 basic time series patterns?

A

Horizontal, Trend, Seasonal, Cyclical, Random

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5
Q

Horizontal

A

Data cluster about a horizontal line

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6
Q

Trend

A

Data consistently increasing or decreasing

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7
Q

Seasonal

A

Data consistently shows peaks and valleys

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8
Q

Cyclical

A

Data reveals gradual increases or decreases over extended periods

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9
Q

Random

A

No pattern

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10
Q

Demand Management

A

Process of changing demand patterns using one or more demand options

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11
Q

Demand Options

A

Complementary products, promotional pricing, prescheduled appointments, reservations, revenue management, backlogs, backorders & stockouts

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12
Q

What are the four demand forecasting methods?

A

Judgement methods, causal methods, time-series analysis, trend projection using regression

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13
Q

Naive forecast

A

The forecast for the next period equals the demand for the current period (Forecast=Dt)

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14
Q

Horizontal patterns - Estimating the average

A

Simple moving average

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15
Q

Moving Average

A

sum of last n demands/n

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16
Q

Linear regression

A

Y=mx+b (x=independent variable, y=dependent variable)

17
Q

Sample correlation coefficient

A

r - Measures strength and direction of relationship between IV & DV (-1<=r<=1)

18
Q

Sample coefficient of determination

A

r^2 - Measures amount of variation in the DV about its mean that is explained by regression line (0<=r<=1)

19
Q

Inventory management

A

The planning and controlling of inventories to meet the
competitive priorities of the organization.

20
Q

3 metrics of inventory mgmt

A

Customer service, Inventory costs, Operational performance

21
Q

3 types of inventory

A

Raw material, WIP, Finished goods

22
Q

Cycle inventory

A

The portion of total inventory that varies directly with order size

23
Q

Safety stock

A

Surplus inventory that protects against uncertainties in demand, lead time, and supply changes.

24
Q

3 Inventory costs

A

Holding/carrying cost, ordering cost, setup cost

25
Q

Holding/carrying cost

A

The cost of holding or “carrying” an item in inventory over time
including costs to finance the inventory, maintain storage
facilities, rent, utilities, taxes, and insurance.

26
Q

Ordering cost

A

The fixed costs of systems and labor required to place, receive,
and audit a replenishment order. Transportation costs might be
included if it’s fixed per order.

27
Q

Setup cost

A

Cost to prepare a machine or process for manufacturing an
order. This includes time and labor to clean and change tools.

28
Q
A