设二维随机变量(X,Y)的概率密度
f(x,y)=
{ax2+2xy2,0≤x≤1,0≤y≤1;
0,其他
试求:
(1)常数a;
(2)分布函数F(x,y);
(3)边缘概率密度fX(x),fY(y);
(1)由(X,Y)概率密度的性质,有 ∫+∞-∞∫+∞-∞f(x,y)dxdy =∫10∫10(ax2+2xy2)dxdy=(1/3)a+1/3=1 所以a=2. (2)由分布函数F(x,y)的定义, 当x﹤0或Y﹤0时, F(x,y)=e(X≤x,Y≤y)=0; 当0≤x﹤1,0≤y≤1时, F(x,y)=∫x-∞∫y-∞f(u,υ)dudυ =∫x0∫y0(2u2+2uυ2)dudυ =(2x3+x2+y3)/3; 当0≤x﹤1,或y≥1时, F(x,y)=∫x-∞∫y-∞f(u,υ)dudυ= ∫x0∫10(2u2+2uυ2)dudυ =(2x3+x2)/3 当x≥1,0≤y﹤l时, F(x,y,)=∫x-∞∫y-∞f(u,υ)dudυ= ∫10∫y0(2u2+2uυ2)dudυ =(2y+y3)/3 当x≥1,y≥1时, F(x,y)=∫x-∞∫y-∞f(u,υ)dudυ =∫10∫10(2u2+2uυ2)dudυ=1 因为,(X,Y)的分布函数 F(x,y)= {0, x﹤0或y﹤0; 2x3+x2y3)/3,0≤x﹤1,0≤y﹤1; (2x3+x2)/3,0≤x≤1,y≥1; 2y+y3)/3,x≥1,0≤y﹤1; 1, x≥1,y≥1; (3)fX(x)=∫+∞-∞f(x,y)dy= {∫10(2x2+xy2)dy,0≤x≤1; 0, 其他. = {2x2+(2/3)x,0≤x≤1; 0, 其他. 类似可得fY(y)= {2/3+y2,0≤y≤1; 0. 其他.