'economics' 검색 결과

Draft and revise economics paper abstracts around the research question, empirical approach, and specific findings. It helps allocate space to results, simplify language, and tighten the text to fit the target journal’s word limit.

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• Drafting an abstract for an economics paper
• Shortening an abstract to a journal’s word limit
• Replacing vague findings with specific results

Draft or revise introductions for economics papers using a clear sequence: motivation, research question, empirical approach, findings, and contribution to existing literature. A checklist helps identify vague claims, missing results, misplaced literature discussion, and excessive length.

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• Draft an introduction for an economics paper
• Improve the opening motivation and research question
• Reorder findings and discussion of related literature

Analyze customer profitability and revenue durability for SaaS, subscription, and other recurring businesses. Examine acquisition costs, retention, and revenue trends by customer group, then produce an Excel workbook, summary slide, and issues for further investigation.

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• Assessing recurring revenue quality in an investment target
• Tracking revenue by customer acquisition year
• Comparing acquisition costs with customer lifetime value

Analyze empirical economics PDFs through five questions covering the research problem, causal identification, target effect, robustness, and contribution. Receive a structured Chinese report and a practical checklist of research methods to adapt to other studies.

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• Reading an empirical economics paper systematically
• Understanding how a paper identifies causal effects
• Examining robustness checks and research limitations

Proofread applied microeconomics manuscripts across prose, equations, tables, notes, and references. The workflow combines specialized reviews into a prioritized report with exact locations, suggested corrections, consistency checks, and items requiring author verification.

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• Proofreading an economics paper before submission
• Checking numbers against tables and figures
• Reviewing equations and terminology

Unit economics analysis for China-focused portfolio companies. Adapted from the original unit-economics skill for Chinese business models, pricing, and market dynamics. Triggers on "A股单位经济模型", "单元经济模型", "unit economics China", "unit economics [company]", "LTV/CAC China", or "Cohort analysis [company]".

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Unit economics analysis, CAC LTV estimation, churn inference, gross margin per unit, customer economics, subscription economics, per-unit profitability, contribution margin, payback period, cohort economics

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Compare direct and partner-led sales using full service costs and three views of return on investment. Produce channel verdicts and a recommended sales mix, testing how changes in acquisition costs or partner discounts affect the result.

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• Comparing direct and partner sales profitability each quarter
• Assessing the cost of hiring a channel manager
• Explaining returns on partner marketing funds to the board

Evaluate SaaS customer economics and cash efficiency using acquisition costs, customer lifetime value, margins, and payback periods. Compare segments and channels, estimate how long cash will last, and assess whether to expand spending or improve efficiency.

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• Reviewing customer economics before increasing paid acquisition
• Comparing acquisition costs and payback across channels
• Estimating cash runway and funding needs

Draft, revise, and review economics papers, from abstracts and introductions to results and conclusions. Guidance adapts to empirical, theoretical, and structural research, helping authors present their central contribution, concrete findings, and economic reasoning clearly.

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• Drafting an economics paper introduction
• Revising an abstract around concrete findings
• Explaining a model and its economic mechanism

Draft economics papers with section outlines, paragraph plans, and original prose for abstracts, introductions, results, and more. Checks help align causal wording with the research design and keep missing evidence clearly marked.

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• Drafting an economics paper's abstract and introduction
• Explaining regression results in prose
• Writing data and identification sections

Build a Python workflow for empirical research, from data cleaning and statistical checks to estimation, robustness checks, and paper-ready tables and figures. Economics is the default, with additional modes for epidemiology, public health, and machine learning for causal inference.

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• Building an end-to-end empirical analysis workflow in Python
• Replicating an applied economics paper
• Producing regression tables and event-study plots

지역 최저임금 인상이 고용에 미치는 영향을 주제로, 연구 기여·근거·한계를 정리한 졸업 논문 심사용 HTML 슬라이드를 차분한 색상과 서체로 만듭니다.

• 경제학 졸업 논문 심사 발표를 준비합니다
• 연구 근거와 한계를 정리합니다
• 연구 자료를 차분한 슬라이드로 만듭니다

Build formula-driven Excel financial models for linked financial statements, business valuation, and fundraising forecasts. Separate assumptions, calculations, and results, compare scenarios, and check that statement balances and saved calculation results are consistent.

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• Build linked income, balance sheet, and cash flow forecasts
• Estimate business value with discounted cash flows
• Compare results under different assumptions

Route pricing, discount, partnership, sales channel, proposal response, and bookings forecast questions to one of seven specialist skills. Receive a concise digest of findings, recommended actions, and output files to support commercial decisions and human approval.

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• Review pricing models and product packages
• Assess deal discounts and approval requirements
• Compare partnership terms and channel profitability

Support startup financial decisions with cash runway scenarios, customer profitability analysis, fundraising models, and board materials. Compare spending plans, acquisition costs, and ownership dilution to prepare budgets and assess financing needs.

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• Estimating cash runway under different scenarios
• Analyzing customer value and acquisition costs
• Planning fundraising and ownership dilution

Review academic drafts for 24 common AI writing patterns and revise awkward wording or repetitive structures. Preserve meaning, economics terminology, citations, and LaTeX commands, with a report showing the changes and their locations.

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• Polishing an academic draft before submission
• Varying repetitive transitions and paragraph structures
• Editing economics papers while preserving terms and citations

Check an economics paper before submission with two parallel reviewers. Assess its contribution, whether the design supports causal conclusions, and unsupported claims, then receive a short report with fixes ranked by severity.

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• Checking an economics paper before submission
• Reviewing whether evidence supports causal claims
• Finding unsupported mechanisms and broad generalizations

Draft an English referee report for an economics or finance paper, with a findings summary, specific numbered critiques, and a letter to the editor. Choose the recommendation, review depth, and three to eight comments.

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• Drafting a referee report for an economics or finance paper
• Examining causal claims and robustness of research findings
• Choosing review depth and the number of comments

Review empirical economics papers using criteria modeled on leading journals. Examine causal reasoning, theoretical explanations, regression tables, figures, robustness, and contributions to prior research, then organize potential flaws by severity with concrete suggestions for revision.

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• Checking an empirical economics paper before submission
• Independently reviewing a paper written with an agent
• Preparing to respond to reviewer comments

Use when deciding whether a microeconomics project fits the American Economic Journal: Microeconomics (AEJ: Micro) rather than JET, GEB, Theoretical Economics, Econometrica, or AEJ: Applied. Tests scope and broad-interest fit; it does not develop the model (see aejmic-theory-model).

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Channel economics: design and analyze the financial structure of go-to-market channels. Use when picking a channel mix, modeling partner margin or TCO, designing partner tiers and rebates, or analyzing channel conflict.

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Understand essential business finance — profit margins, unit economics, cash flow, LTV/CAC, and the 4 methods to increase revenue. Use when: analyzing business profitability, making pricing decisions, evaluating SaaS unit economics, financial planning.

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Builds depletion models with production decline, reserve replacement economics, and terminal value analysis for finite-life assets. Use when modeling depletion, analyzing resource longevity, or evaluating reserve life economics.

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