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Explore how data generating processes critically impact single cell biology research through this 26-minute conference talk from the Computational Genomics Summer Institute. Examine the fundamental importance of understanding how biological data is produced and processed, with specific focus on single cell methodologies. Learn about the challenges and considerations that arise when the data generation process influences downstream analysis and interpretation. Discover key insights from recent research publications that demonstrate the significant effects of data generating processes on single cell biology conclusions. Gain practical understanding of how to account for these processes in your own computational genomics work and research design.
