How does 'dictionary size' affect compression? - Super User

I know that higher size may lead to better compression ratio and vice verca. But is there a way I can decide better?.. since there are so many choices So far I've noticed dictionary size ≈ file size

Cost Efficiency @ Scale in Big Data File Format

Preset Dictionary Compression

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batch file - 7zip Fastest LZMA2 compression - Stack Overflow

Faster & strong: string dictionary compression using sampling and fast vectorized decompression

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Mathematics, Free Full-Text

File Compression Software Selection Guide: Types, Features, Applications

Compression times The compression time is increased as file size