Time series question about intrinsically stationary processes
![2.26 Define the function Γ, s- TOYt_ņ2] . În geostatistics, Γ1,5 is called the semivariogram. (a) Show that for a stationary process Г, s-Yo-Yp-s- (b) A process is said to be intrinsically stationary if Г.s depends only on the time difference lt-s. Show that the random walk process is intrinsically station- ary](http://img.homeworklib.com/questions/67c73e20-77f0-11ea-9938-3f5e8ab0a0d7.png?x-oss-process=image/resize,w_560)
Time series question about intrinsically stationary processes 2.26 Define the function Γ, s- TOYt_ņ2] . În...
Time series question about independent stationary processes
2:23 Two processes |Z, and (Y are said to be independent if for any time points 11 Im and s1.8-2... Sn the random variables [Z, Z,. ..Z, are independent of the random variables [Ys,. Ys, ..., Y). Show that if IZ) and Y are inde- 23 mm pendent stationary proesses, then W-2,+ 7 is stationary.
Suppose that a stationary time series, {Y], has an autocorrelation function of the form ρ,-φκ for k > 0, where φ is a constant in the range (-1,+1) (a) Show that Var(Y)--LT n(1-ф) (Hint: Use Equation (3.2.3) on page 28, the finite geometric sum and the related sum (b) If n is large, argue that Var()- (C) Plot ( 1 + φ)/(1-0) for φ over the range-l to +1. Interpret the plot in terms 1n of the precision in estimating...