columna API reference - v0.5.0
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    Function varianceAnalysis

    • Parameters

      • input: Record<string, ArrayLike<number | null | undefined>>
      • Optionaloptions: {
            alternative?: Alternative;
            confidence?: number;
            method?:
                | "levene"
                | "bartlett"
                | "bonett"
                | "chi-square"
                | "f"
                | "brown-forsythe";
            ratio0?: number;
            sigma0?: number;
        }

      Returns
          | {
              alternative: Alternative;
              ci: CI;
              confidence: number;
              df: number;
              estimate: number;
              groups: { ci: CI; n: number; name: string; sd: number; variance: number }[];
              method: string;
              pValue: number;
              ratio?: undefined;
              ratio0?: undefined;
              sd: number;
              sdCI: CI;
              sdRatio?: undefined;
              sigma0: number;
              source: { n: number; name: string; nMissing: number; sd: number }[];
              statistic: number;
              test: string;
          }
          | {
              alternative: Alternative;
              ci: CI;
              confidence: number;
              df: number[];
              estimate: number;
              groups: { ci: CI; n: number; name: string; sd: number; variance: number }[];
              method: string;
              pValue: number;
              ratio: number;
              ratio0: number;
              sd?: undefined;
              sdCI: CI;
              sdRatio: number;
              sigma0?: undefined;
              source: { n: number; name: string; nMissing: number; sd: number }[];
              statistic: number;
              test: string;
          }
          | {
              alternative: Alternative;
              ci: [number, number];
              confidence: number;
              df?: number;
              estimate: number;
              groups: {
                  ci: CI;
                  n: number;
                  name: string;
                  nMissing: number;
                  sd: number;
                  variance: number;
              }[];
              kurtosis?: number;
              method: "bonett";
              n: number;
              pValue: number;
              sd: number;
              sdCI: CI;
              source: { n: number; name: string; nMissing: number; sd: number }[];
              statistic?: number;
              test: string;
          }
          | {
              alternative: "two-sided";
              ci?: [number, number];
              confidence: number;
              df: number | [number, number];
              groups: { n: number; name: string; sd: number; variance: number }[];
              method: "levene" | "bartlett" | "chi-square" | "f" | "brown-forsythe";
              n: number;
              pValue: number;
              ratio?: number;
              source: { n: number; name: string; nMissing: number; sd: number }[];
              statistic: number;
              test:
                  | "Levene"
                  | "Brown-Forsythe"
                  | "Bartlett"
                  | "Bonett"
                  | "F-test (2 variances)";
          }