The outcome of the information by bioinformatics is enormous nowadays. Due to this rapid increment in information, collecting and analysing became a quite hard job. To reduce this encumbrance, various statistical methods are developed. This review paper contains how statistics helped in tool designing for finding genes in genomic DNA where biologists needed in plenty, in Phylogenetic trees, in microarrays, in alignment, in sequence analysis, in BLAST and various other implementations.