The Palestinians are (barring the Samaritans) the closest line descendants of the inhabitants of the region around the 1CE. They’re not Jewish because their ancestors converted during the intervening 2000 years. IIRC The Jewish immigrants share around 45%-50% of their DNA with Iron Age populations.