Forcasting Flashcards

(28 cards)

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
Holding/carrying cost
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
Ordering cost
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
Setup cost
Cost to prepare a machine or process for manufacturing an order. This includes time and labor to clean and change tools.
28