Quantitative Flashcards
♦QUANT♦ Correl
Covar x,y / Sx Sy
♦QUANT♦ T-test (with n-2 df and two tailed)
r * √ n-2 / √ 1 - r²
♦QUANT♦ Slope
Covar x,y / Var x
♦QUANT♦ Confidence Interval
Y +- tc x SE
bj +- tc x SEj
♦QUANT♦ ANOVA
♦QUANT♦ Mean reverting level
b0 / ( 1 - b1) If b1 = 1, then unit root / random walk
♦QUANT♦ Heteroskedasticity
Non-constant error variance - deixa o std erro muito pequeno
Breuch-Pagan (detect) = n x R²
White (correct)
Unconditional: not related to ind. variable - no major problem
♦QUANT♦ Autocorrelation / Serialcorrelation
Correlation among error
DW > 2 = ok! (detect) = 2 (1 - rcorrelação)
Hansen (correct)
DW does not work with AR(x) model
♦QUANT♦ Multicollinearity
F-test ok, T-test not ok. DROP VARIABLE
♦QUANT♦ Log-Linear
ln Y = b0 + b1 t Y = e^(bo + b1 t)
♦QUANT♦ Adjusted R²
Ra2 = 1 - [ (n - 1) / (n - k - 1) x (1 -R2)