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Stat 318, cheat sheet regarding joint probability
Typology: Cheat Sheet
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E [XJ:^ XeF(x) y 1. 0. 2 + 2. (^0). 3 If theres (^) multiplication find (^) marginals 82X =^ E[X? ] - (E[X]) <
probabilitye
take 1 variable S'VaVCAJ^ +^ T'^ VarBle usncarcAin)
X( 2 ) :^ {^2 y) 。^ f(^2 , y) ] SSo" dx^ dy or (^) ↓ +initial x (^) EXI) )^ +^3 )=^2. y()
]
ToFind ECXY] From^ F(xy) and^ I (^) intervals If like (^) HW8 the (^) joint probabis used to ↓ (X . y. f(x, find sume (^) AtB =^ X (^) use the (^) new (^) probab^ y)dxdy
X and^ X2^ poission distribution^11 =^3 /2=^4.^5 Determine the^ value ofC^ to (^) make (^) F(xy) use named distributions sheet valid (^) joint pruf
change of (^) variables
2 + 7 + 15 :^ I 4 Y= (^) 2X e (^) geometric X 12 ) :^ ( 2 + 1 )+ ( 2 +^2 ) =^7 C = (^) リ (^2) y X =^ Y 2 qX " p X^ =^1 ,^2 y^ plug into X 13 ) :^13 +^17 + ( 3 +^2 ) +^13 + (^3) ) =^15 DOUBLE f(y)= qY/2 -1p
change
marginal pmf^ values^ from^ above^ over^ fy =^ Fx(x)^. (dX/dy) or if (^) integral check (^) if mono tone
J F(xy)^
= (^) 2x70 for given use this PDFe CDF take (^) integral gx· f(y) = ff(xy)dx on^ x^ interval^ also^ for^ example :^ CDF^ +^ PDF F(X) = (^4) X^3 Y= X 2
corr(a,b) =^ corcaib)^ Paf: fy(^ y)^ =^ fx(ry)^. 可 (^) X に O 前 1 O Fyly)^ =^4 (ry)
. 可 = zy (^) ocyu
⻑ (x]=^ SPxcx^1 … invnorm(0. (^45) , mean, o, left) =
and (^) when (^) finding (^) marginal pdf O (^) unknown
Y, : S& F(y,^ Ye)^ dyz^
y2 : S
F(y1 (^) , yz) dy,^ n^ =^38 4 t-stat^ t^ =
N ( (^72) , (^7) , 13.^12 / n) (^) I stat
Joint (^) Probab (^) Graph (ux, o2/n) Y,^ - z (^) given from
sp 52 n Mnormal
. n^2
T(mean.^ # of^ values (^) ,^02 values) linear (^) regression line (^) you X : wonly use^ tedf^ If^ o^
Yy
b=^ Cov^ (X^14 )
4 O =^ /02.^ valve^ //^2 σ' x
F-distribtn ne
Cauchy
z 9 Fld,^ d^2 ) fx(X)= 1 - ⼝ (^) LXL ∞ (^) to find (^) percentile
% Foos( di^ , (^) d 2 )y^ d^ =^0.^0 s^ TO (^). 95 FX (X) = 亦 arctan (x)^ +^1 に^ Oib _^ Fo^.^ as^ (diid^2 )^9 os(dz、 di↑
.
findcdf first for^ max-^ for^ min I-cdf w (^) X0. 9 FCX) =^41 xs^ → F(X)^ : {, t dx^ If^ X1^ ,X2^ , X3 #^ of^ sample multiply cdFs (^) mgf are (^) multiplied weeks J^ =^2
45X ·^ F(X^ ,, Xz) sum of^ geo e neg binomial (^) r : (^5) p : (^) /13 λ=^6