Biology of Business

Statistics

Stochastic

By Alex Denne

Random or probabilistic; involving chance. In biology, refers to processes whose outcomes are partly determined by random variation rather than being fully predictable.

Used in the Books

This term appears in 5 chapters:

Resource Dynamics Foraging Optimization

"...-65); authoritative synthesis of diet selection, patch use, and foraging pattern predictions. Real, Leslie, and Thomas Caraco. "Risk and Foraging in Stochastic Environments." Annual Review of Ecology and Systematics 17 (1986): 371-390. > Supports: Risk-sensitive foraging theory (lines 157-186); compreh..."

Resource Dynamics Storage vs Immediate Use

"...t defense: Guard all 5,000 caches simultaneously, 24/7 - impossible - Perfect retrieval**: Never forget, never lose, never fail - unachievable in stochastic environments Evolution ran this experiment for 3.8 billion years across every organism that stores resources."

Adaptation and Evolution Genetic Drift

"...election is deterministic - given the same environment and the same variants, it will consistently favor certain traits over others. Genetic drift is stochastic - run the same scenario twice, and you'll get different outcomes. Selection is predictable; drift is random. Selection optimizes; drift wanders."

Adaptation and Evolution Extinction Events

".... - Environmental change: Gradual climate shifts, sea level changes, or habitat loss cause populations to decline below viability thresholds. - Stochastic events: Small populations go extinct through random demographic fluctuations (all individuals happen to die in one bad year, or all offspring happe..."

Scale and Complexity Power Laws

"...se released trees eventually become large canopy dominants themselves. The key process generating extreme inequality is multiplicative growth with stochastic variation. Trees that are slightly larger have advantages (more light access, more photosynthesis, more growth), creating positive feedback: size b..."

Biological Context

Population fluctuations are partly stochastic—random variation in births, deaths, and environmental conditions creates unpredictable dynamics. Genetic mutations are stochastic. Ecological models often include stochastic elements to capture real-world unpredictability.

Related Terms

Tags

statisticsrandomnessfundamental