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Smooth Forecast Reconciliation

Smooth Forecast Reconciliation PDF Author: Mr. Sakai Ando
Publisher: International Monetary Fund
ISBN:
Category : Business & Economics
Languages : en
Pages : 28

Book Description
How to make forecasts that (1) satisfy constraints, like accounting identities, and (2) are smooth over time? Solving this common forecasting problem manually is resource-intensive, but the existing literature provides little guidance on how to achieve both objectives. This paper proposes a new method to smooth mixed-frequency multivariate time series subject to constraints by integrating the minimum-trace reconciliation and Hodrick-Prescott filter. With linear constraints, the method has a closed-form solution, convenient for a high-dimensional environment. Three examples show that the proposed method can reproduce the smoothness of professional forecasts subject to various constraints and slightly improve forecast performance.

Smooth Forecast Reconciliation

Smooth Forecast Reconciliation PDF Author: Mr. Sakai Ando
Publisher: International Monetary Fund
ISBN:
Category : Business & Economics
Languages : en
Pages : 28

Book Description
How to make forecasts that (1) satisfy constraints, like accounting identities, and (2) are smooth over time? Solving this common forecasting problem manually is resource-intensive, but the existing literature provides little guidance on how to achieve both objectives. This paper proposes a new method to smooth mixed-frequency multivariate time series subject to constraints by integrating the minimum-trace reconciliation and Hodrick-Prescott filter. With linear constraints, the method has a closed-form solution, convenient for a high-dimensional environment. Three examples show that the proposed method can reproduce the smoothness of professional forecasts subject to various constraints and slightly improve forecast performance.

Reconciling with the Past

Reconciling with the Past PDF Author: Annika Frieberg
Publisher: Taylor & Francis
ISBN: 1317229576
Category : Political Science
Languages : en
Pages : 192

Book Description
Are countries truly reconciled after successful conflict resolution? Are only resource-rich regions capable of reconciliation, while supposedly resource-poor ones are condemned to recurring conflicts? This book examines the availability of various resources for political reconciliation, and explores how they are utilized in overcoming particular obstacles during the process. While the existing literature focus on themes such as justice, apology and resentment, the analysis here is centered on intellectual resources in terms of ideas, memory cultures, master narratives, economic incentives, civil society initiatives and object lessons. The research and comparative research in this volume are conducted by renowned regional experts from South Africa to the Asia-Pacific, thus providing multidisciplinary perspectives and new insight on the subject.

Technical Paper

Technical Paper PDF Author:
Publisher:
ISBN:
Category : United States
Languages : en
Pages : 786

Book Description


Supply Operations Manual

Supply Operations Manual PDF Author:
Publisher:
ISBN:
Category : Military supplies
Languages : en
Pages : 236

Book Description


Payroll

Payroll PDF Author: Vicki M. Lambert
Publisher: John Wiley & Sons
ISBN: 0471721131
Category : Business & Economics
Languages : en
Pages : 305

Book Description
This book will help anyone who is responsible for a payroll department to manage payroll functions with the maximum efficiency and within compliance requirements. It will demonstrate the optimal methods for the basic functions of payroll through to year end and management. Proposed chapters include: Part One Basic Functions of the Payroll Department 1. Time Records, 2. Form W-4, 3. New Hires, 4. Errors and Corrections, 5. Tax Deposits and Reporting, 6. Garnishments Part Two Staffing the Payroll Department 7. Creating a First Rate Payroll Department, 8. Managing the Staff, 9. Staff Motivation and Morale, 10. Working with Human Resources and other Departments Part Three Management Issues 11. Customer Service, 12. Fraud, 13. Dealing with the Internal Revenue Service, 14. Handling Department of Labor Audits, 15. Compliance Issues, 16. Research Needs Part Four Benefits and the Payroll Department 17. Should Payroll Handle the Company's Benefits? 18. Year End and Year Beginning Issues Part Five Payroll Systems 19. Objectives of a Computerized Payroll System, 20. Interfacing and Integration, 21. Selecting a Computerize Payroll System, 22. Controls and Security for the Payroll System, 23. Disaster Recover a Must, 24. Time and Attendance Systems, 25. Employee Self Service Systems Part Six Paying Employees 26. Paper Checks are Still an Option, 27. Direct Deposit, 28. Paycards Part Seven Year End 29. Start Year End Off With a Memo, 30. Year End Teams, 31. Check Lists, 32. Reconciliation of Payroll at Year End, 33. Form W-2 Part Eight Payroll and the New Year 34. Setting Up the Payroll System for the New Year, 35. Setting Up the Payroll Department for the New Year Part Nine Professionalism and the Payroll Department 36. What is a CPP? 37. Why you should become one, 38. Studying for the test, 39. Ongoing training, 40. Professional organizations

Adult Quarterly | Teacher Manual

Adult Quarterly | Teacher Manual PDF Author: Church Of God In Christ Publishing House
Publisher: Church Of God In Christ Publishing House
ISBN:
Category : Religion
Languages : en
Pages : 119

Book Description
The Quarterly Commentary/Teacher Manual provides the instructor with a comprehensive guide of the International Sunday School curriculum. Every lesson is true to the Bible, with the powerful application of Biblical truths for the pupil's everyday life. It features: Simplified teaching plans Unified themes Continual growth plans for teacher training Principles of how to lead adults to Christ Thought-provoking questions for discussions

Monthly Labor Review

Monthly Labor Review PDF Author:
Publisher:
ISBN:
Category : Labor laws and legislation
Languages : en
Pages : 630

Book Description
Publishes in-depth articles on labor subjects, current labor statistics, information about current labor contracts, and book reviews.

Technical Paper (United States. Bureau of the Census).

Technical Paper (United States. Bureau of the Census). PDF Author:
Publisher:
ISBN:
Category :
Languages : en
Pages : 402

Book Description


Pathways of Reconciliation

Pathways of Reconciliation PDF Author: Aimée Craft
Publisher: Univ. of Manitoba Press
ISBN: 0887558550
Category : Political Science
Languages : en
Pages : 414

Book Description
Since the Truth and Reconciliation Commission released its Calls to Action in June 2015, governments, churches, non-profit, professional and community organizations, corporations, schools and universities, clubs and individuals have asked: “How can I/we participate in reconciliation?" Recognizing that reconciliation is not only an ultimate goal, but a decolonizing process of journeying in ways that embody everyday acts of resistance, resurgence, and solidarity, coupled with renewed commitments to justice, dialogue, and relationship-building, Pathways of Reconciliation helps readers find their way forward. The essays in Pathways of Reconciliation address the themes of reframing, learning and healing, researching, and living. They engage with different approaches to reconciliation (within a variety of reconciliation frameworks, either explicit or implicit) and illustrate the complexities of the reconciliation process itself. They canvass multiple and varied pathways of reconciliation, from Indigenous and non-Indigenous perspectives, reflecting a diversity of approaches to the mandate given to all Canadians by the TRC with its Calls to Action. Together the authors—academics, practitioners, students and ordinary citizens—demonstrate the importance of trying and learning from new and creative approaches to thinking about and practicing reconciliation and reflect on what they have learned from their attempts (both successful and less successful) in the process.

Quarterly National Accounts Manual

Quarterly National Accounts Manual PDF Author: Mr.Adriaan M. Bloem
Publisher: International Monetary Fund
ISBN: 9781589060319
Category : Business & Economics
Languages : en
Pages : 230

Book Description
This Manual provides guidance to compilers of national accounts on the concepts, data sources, and compilation methods required for development of a system of quarterly national accounts. More and more countries are recognizing that quarterly national accounts are an essential tool for management and analysis of their economy. The Manual is intended particularly for compilers who already have a knowledge of annual national accounting concepts and methods, and provides techniques for the development of a consistent time series of annual and quarterly accounts. It serves as acomplement to the System of National Accounts 1993, which has only a limited discussion of quarterly accounts, and will also prove useful as a tool for sophisticated users of quarterly national accounts.