Statisticians

Statistical Analysis

Guided statistical analysis with test selection and reporting. Use when you need help choosing appropriate tests for your data, assumption checking, power analysis, and APA-formatted results. Best for academic research reporting, test selection guidance. For implementing specific models programmatically use statsmodels.

K-Dense-AI18.8k

学術

Statistical Reporting

Statistical test selection, assumption checking, and APA-formatted reporting. Use when analyzing experimental results or writing results sections.

aiming-lab11.3k

Forest Plot Styler

Beautify meta-analysis forest plots with customizable odds ratio points and confidence intervals

Statistical Analysis Advisor

Recommends appropriate statistical methods (T-test vs ANOVA, etc.) based.

科学計算

Sample Size Power Calculator

Advanced sample size and power calculations for complex study designs including survival analysis, clustered designs, and multiple comparisons.

Journal Impact Factor Trend

Show journal impact factor and quartile trends over 5 years.

科学計算

Source Coding

Problem-solving strategies for source coding in information theory

parcadei3.7k

学術

Ljg Paper

Paper reader for non-academics. Takes a paper and extracts its ideas for personal use. Focuses on understanding, not academic critique. Use when user shares an arxiv link, paper URL, PDF, or asks to analyze a research paper. Trigger words: '读论文', '分析论文', 'paper', or when user shares an academic paper.

アーキテクチャパターン

Ljg Rank

给一个领域，找出背后真正撑着它的几根独立的力。十几个现象砍到不可再少的生成器——砍完能把现象一个个生回来，才算数。Use when user says '降秩', '找秩', '秩是什么', '这个领域靠什么撑着', '背后是什么', or wants to decompose any domain to its irreducible generators.

ドキュメント

Ljg Word Flow

Word flow: deep-dive word analysis + infograph card in one go. Takes one or more English words, runs ljg-word (generates deep semantics analysis) then ljg-card -i (generates infograph PNG). Use when user says '词卡', 'word card', 'word flow', or provides English words wanting both analysis and visual card.

ドキュメント

Ljg Paper Flow

Paper workflow: read papers + cast cards in one go. Takes one or more arxiv links, paper URLs, PDFs, or paper names. For each paper, runs ljg-paper (generates org analysis) then ljg-card -c (generates comic-style card PNG). Use when user says '论文流', 'paper flow', '读论文并做卡片', '论文卡片', or provides multiple papers wanting both analysis and cards.

foryourhealth111-pixel1.6k

金融・投資

Statistical Significance Calculator

Configure and manage - Calculate statistical significance calculator operations. Auto-activating skill for Data Analytics. Triggers on: statistical significance calculator, statistical significance calculator Part of the Data Analytics skill category. Use when working with statistical significance calculator functionality. Trigger with phrases like "statistical significance calculator", "statistical calculator", "statistical".

jeremylongshore2.0k

金融・投資

Regression Analysis Helper

Build and diagnose regression analyses for continuous targets or effect estimation. Use for coefficient interpretation, residual checks, and model comparison; not for causal identification or clustering.

天文学・物理学

Hex Grid Spatial

Hex grid spatial utilities for offset coordinate systems. Use when working with hexagonal grids, calculating distances, finding neighbors, or spatial queries on hex maps.

機械学習

Scipy Curve Fit

Use scipy.optimize.curve_fit for nonlinear least squares parameter estimation from experimental data.

ラボツール

Glm Calibration

Calibrate GLM parameters for water temperature simulation. Use when you need to adjust model parameters to minimize RMSE between simulated and observed temperatures.

デバッグ

Flood Detection

Detect flood events by comparing water levels to thresholds. Use when determining if flooding occurred, counting flood days, aggregating instantaneous data to daily values, or classifying flood severity.

Statistical Analysis

Guided statistical analysis with test selection and reporting. Use when you need help choosing appropriate tests for your data, assumption checking, power analysis, and APA-formatted results. Best for academic research reporting, test selection guidance. For implementing specific models programmatically use statsmodels.

wu-yc965

プロジェクト管理

Google Sheets Chart Builder

Design, create, and revise Google Sheets charts with better chart-spec recall and editing discipline. Use when the user wants to add a chart to a sheet, choose the right chart type for existing data, repair a broken chart, update a chart's data series, or reposition or resize a chart after creating it.

openai853

アーキテクチャパターン

Qp Formulation

Quadratic Programming (QP) — problem form and constraints. Domain concepts; no API or interface. QP is beta.

NVIDIA822

Spreadsheet Formula Helper

Write and debug spreadsheet formulas (Excel/Google Sheets), pivot tables, and array formulas; translate between dialects; use when users need working formulas with examples and edge-case checks.

ComposioHQ769