# `obistats` Package — Semantic Overview The `obistats` package provides lightweight, general-purpose numerical utilities in Go. It includes: - **Basic arithmetic helpers**: - `maxint`, `minint`: return the maximum/minimum of two integers. - `sumint(xs []int) int`: computes the sum over a slice of integers. - **Root-finding via bisection**: - `bisect(...)`: numerically finds a root of a real-valued function within `[low, high]`, using the classical bisection method. Returns `(root, success)`. - Requires `f(low)` and `f(high)` to have opposite signs; panics otherwise. - **Boolean bisection**: - `bisectBool(...)`: locates the transition point where a boolean function flips (e.g., threshold detection). Returns adjacent points `(x1, x2)` straddling the change. Panics if `f(low) == f(high)`. - **Series summation**: - `series(...)`: computes the infinite sum ∑ₙ₌₀^∞ f(n) by iterating until convergence (i.e., `y == yp` within floating-point precision). - *Note*: Fast but may suffer from rounding errors for slowly converging or oscillating series. All functions are designed for performance and simplicity, with no external dependencies beyond `fmt` (for error messages). The package is a stripped-down copy of internal utilities, likely used in performance-critical or statistical computations.