Topic 1 Correlation, determination and regression analysis Flashcards

1
Q

definition correlation analysis

A

analysis of statistical relationship/coherance/consistence between variables x and y

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2
Q

independent variable

A

x

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3
Q

dependent variable

A

Y

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4
Q

correlation coefficient =

A

r

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5
Q

correlation does not equal

A

causation

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6
Q

determination coefficient

A

explained correlation which is r² (square correlation)

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7
Q

function to find correlation

A

=correl()

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8
Q

2 questions that can be solved with the regression analysis

A

how is the relation between income and monthly savings
can we predict the monthly savings if we know the income?

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9
Q

how is the relation between income and monthly savings?

A

step 1: put data in chart
step 2: add trendline to chart

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10
Q

can we predict?

A

=forecast.linear()

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11
Q

time series

A

evolution of a variable during the time

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12
Q

seasonal pattern

A

short term fluctuations
pattern repeats itself
seasons or social habits

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13
Q

cyclic pattern

A

tendency in the medium or long term

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14
Q

trend

A

movement that runs through the cycle

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15
Q

moving average

A

the average of fixed number of consecutive elements in a time series

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16
Q

moving average s

A

step 1 make a line graph
step 2 adopt y axis

17
Q

moving average function

A

= Average ()

18
Q

trend line

A

linear trend
shows the evolution of the variables in the long run
makes predictions for the future values of variable

19
Q

trend function

A

=trend ()
cttrl shift enter