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Let $R_{X}(\tau)$ be the autocorrelation function of a zero mean stationary random process $X(t)$. Which of following statements is FALSE.

  1. If $R_{X}(\tau)=0, \forall \tau, X(n)$ and $X(m), n \neq m$ are independent.
  2. $R_{X}(\tau)=R_{X}(-\tau)$.
  3. $R_{X}(0)=E\left[X^{2}\right]$, where $E$ denotes the expectation.
  4. $R_{X}(0) \geq R_{X}(\tau), \forall \tau.$
  5. None of the above.

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