PRAGUE—The prime minister's chief of staff was among those detained Thursday after hundreds of police searched government offices—including the prime minister's own—and other sites nationwide, throwing Czech politics into disarray.

The conservative Prime Minister Petr Necas told reporters Thursday evening that neither he nor his colleagues had "done anything dishonest." He said he had no plans to step down despite immediate opposition calls for his resignation.

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