The kids lie about their parents' death from illness so that they could stay together. It may have been in black n white. The family was very poor, lived in the country, many kids... made in 70's or before. I was young so cannot remember all the details.

Where the Lilies Bloom (http://www.imdb.com/title/tt0072401/)