AQRM part 1

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  • Created by: charlie
  • Created on: 21-05-17 10:51
S F T E F D N Y E F B J I G E A F F V Q G
Q U C H U H G N N U K U Y I I F E U O E V
P N F H N I V F D N L E F P Y G R N X C M
J C G P C L H M O C G C T T L F E C K E H
X T C Y T F C N I T R E E I I T S T V I S
Q I Y J I U F X W I B D M U T R I I P K B
J O Y I O N D J Q O F S L A L A D O K R C
V N M N N C W J F N H T T U T T U N U H J
X A D T A T P E Y A D S V T P I A A Q O J
A L S E L I T B Q L F U E P X O L L V H R
P F P R F O F Y N F B G K N X E S F E A A
F O S A O N J B X O L A Q X M Q F O W F F
S R I C R A V W K R G W T C I U V R D R N
X M E T M L G E X M A A I W C A R M T G E
F L U I L F V L R L I W V M L T H L G W D
F O L O I O F C O I X T S L P I B O T U E
C G A N N R L K H N W Y F W J O N G O P T
A L V S L M R F O L K M S N U N U L E J F
I O P M I C I S O O C J C O K I S I U I Q
F G J U N G X U G G K U C I B U K N H U S
H O H M M C N J J M Q F W T X S G B D M W

Clues

  • . (1, 5, 8)
  • captured by adding new variable (X1X2) which captures possibility that effect of one regressor on the outcome varies due to the level of another regressor (regressors effect on outcome non-additive) (12)
  • Cobb-Douglas production function, take logs to get linear coefficients (OLS assumption 1) (10, 4)
  • coefficient are semi-elasticities, % change (relative) and unit change (absolute), x100 (if coef=0.01) or take exponential (if coef>0.01) to get log form (10, 4, 3, 3)
  • coefficients are elasticities, % changes (relative), good for large values (monetary). log(1)=0 (10, 4, 3, 3)
  • estimates of error term (s.d) as we don't observe it, difference between Yi and Yi(hat) (fitted values predicted by OLS estimator) (9)
  • probability of an SINGLE observed result (more extreme) when H0 is true (1, 5)
  • tests significance of all coefficients (null hypothesis H0 that none of coef are sig./ matter), compare to F-tables/ Prob>F (1, 4)
  • unit change (absolute) and % change (relative), divide by 100 to get linear form (10, 4, 3, 3)
  • unit changes (absolute), take note of units that they're in (10, 4, 3, 3)

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