Minimal sufficient statistic for $\theta$ where $f(x;\theta)$ = $2(1+\theta-x) I_{\theta \le x \le\theta+1}$

404 Views Asked by At

I am not able to find the minimal sufficient statistic for the following density function:

$$f(x_i;\theta) = 2(1+\theta-x_i)I_{\theta \le x_i \le \theta+1}$$

The function does not belong to the exponential family distribution and so I apply the the Lehmann Scheffé Theorem, from which I get that a minimal sufficient statistic should be:

$$T(\mathbf x) = (\min(x_i), \max(x_i), \prod(1+\theta+x_i))$$

But since a statistic cannot depend on the parameter, it is wrong for sure.