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Suppose $a_n$ and $b_n$ are uniformly bounded sequences of non-negative numbers. Is it true that $$ \liminf_{N\to\infty} \frac{1}{N} \sum_{n=1}^N a_n b_n \ge \liminf_{N\to\infty} \frac{1}{N} \sum_{n=1}^N a_n \liminf_{N\to\infty} \frac{1}{N} \sum_{n=1}^N b_n $$

My attempt. The observation should be that $b_n\ge \liminf_{N} \frac{1}{N} \sum_{i=1}^N b_n$ for $n$ large enough. I'm not sure whether this is correct.

This question may be related to this one.

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No.

Take $$a_n \stackrel{\rm def}{=} \begin{cases}1 & \text{ if } n \text{ even} \\ 0 & \text{ if } n \text{ odd}\end{cases}$$ and $b_n\stackrel{\rm def}{=} 1- a_n$, for $n\geq 0$.

Then, for any $N\geq 0$ $$ \sum_{n=0}^N a_nb_n = 0 \tag{1} $$ and so $\liminf_{N\to\infty} \frac{1}{N} \sum_{n=1}^N a_n b_n = 0$. But

$$\lim_{N\to\infty} \frac{1}{N} \sum_{n=1}^N a_n = \lim_{N\to\infty} \frac{1}{N} \sum_{n=1}^N b_n = \frac{1}{2} \tag{2}$$ which implies $$ \liminf_{N\to\infty} \frac{1}{N} \sum_{n=1}^N a_n \liminf_{N\to\infty} \frac{1}{N} \sum_{n=1}^N b_n = \frac{1}{4}. $$

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    Thank you. What if $a_n$ and $b_n$ are all positive and bounded away from zero? This would actually be the case of interest in contrast to what I've written in the question... – 2017-02-03
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    PS: Should I ask a new question or edit this one? – 2017-02-03
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    Replace 0/1 by 1/2: you should still get a counter example. That is, an is either 1 or 2, and bn is either 2 or 1. – 2017-02-03