A&I applies statistical thinking to problems arising for a broad array of clients.

Some things A&I does

  • Organize and analyze large, complex datasets
  • Devise methods for sampling populations of claims, persons and actions
  • Collaborate with in-house staff on statistical analysis
  • Perform simulation studies of events, phenomena, and statistical methods
  • Design experiments such as marketing studies and environmental sampling
  • Assess the statistical foundations of economic and scientific analyses
  • Synthesize academic literature

As corporations recognize the potential wealth of insights within their business data, increasingly, they are turning to data science.

To fully exploit that resource requires mastery of statistical science and expertise in information technology. 

Examples of solutions we provide:

  • Evaluate risks of events
  • Assess costs and benefits to remedy contaminated sites
  • Use statistical models to forecast sales
  • Estimate total insurance claims
  • Forecast product reliability
  • Apply machine learning techniques to detect fraudulent transactions
  • Specify statistical models to address business issues

To see how we work with clients, browse case studies of completed projects.

A&I applies statistical methods to issues of public administration and public policy issues at every level of government.

From the U.S. Department of Justice and state attorneys general to major cities, Analysis & Inference has delivered unbiased, evidence-based analyses – sometimes in politically-charged environments.

Examples of solutions we provide:

  • Assess environmental risks
  • Assess the statistical basis for allegations of discrimination
  • Create models and apply statistical methods to detect theft and fraud
  • Use spatial statistics and GIS to map, analyze, and present information about transportation, the environment, consumer behavior, and more

To see how we work with clients, browse our case studies of completed projects.

Law firms rely on A&I to reveal and deliver scientifically accurate facts which withstand expert criticism.

Our reports and testimony distill complex data into clear, compelling evidence which has supported many successful agreements and settlements.

Analysis & Inference has worked with major law firms on many, many cases, both as consulting statisticians and testifying experts. Bill Huber and Will Fairley help determine the value and feasibility of statistical analysis, and assess the strengths and weaknesses of a case.

Our experience in litigation, regulation, arbitration, mediation and negotiation can greatly simplify counsel’s preparations, and are valuable assets in negotiations.

Examples of solutions we provide:

  • Convert data into compelling evidence
  • Assist with depositions and cross examination of opposing witnesses
  • Challenge opposing expert testimony
  • Support discovery and motion practice
  • Present statistical findings via clear exhibits and charts
  • Work with other experts to support their statistical analyses
  • Measure damages

To see how we work with clients, browse our case studies of completed projects.

Applications In:

Selected Clients


  • Blue Cross Blue Shield
  • Cinemark
  • Consolidated Edison
  • Honeywell
  • IMS Health
  • Intralinks
  • Kellogg Brown & Root
  • Liberty Mutual
  • Pfizer
  • Prime Healthcare Services
  • Public Broadcasting Corporation
  • Strayer Education
  • VetStreet


  • City of Minneapolis
  • Florida Clerks of Court
  • Maryland Attorney General
  • Maryland Department of Health and Mental Hygiene
  • New Jersey Department of Labor
  • New York Attorney General
  • New York City Corporation Counsel
  • New York City Health and Hospitals Corporation
  • New York City Police Department
  • Pennsylvania Attorney General
  • Pennsylvania Department of State
  • Texas Department of Family and Protective Services
  • U.S. Geological Survey
  • U.S. Nuclear Regulatory Commission
  • U.S. Postal Service
  • U.S. Senate Judiciary Committee


  • Ballard Spahr
  • Covington & Burling
  • Cozen O’Connor
  • DLA Piper
  • Foley Hoag
  • Friedman Kaplan Seiler & Adelman
  • Frommer Lawrence & Haug
  • Jackson Lewis
  • K&L Gates
  • Menaker & Hermann
  • New York District Attorney, Eastern District
  • New York District Attorney, Southern District
  • Prince Lobel
  • Shapiro Haber & Urmy
  • Taylor Anderson
  • U.S. Department of Justice
  • Winston & Strawn

What our Clients Say About Us

"It was indeed a pleasure working with you …. Your willingness and ability to respond to our needs so promptly and effectively was both impressive and greatly appreciated."
"Thank you again for all of the hard work – it was a tremendous help and played a major role in our success."
"The verdict would not have been possible without your incredible assistance."
"We won! Thank you for your credibility."
"My sincere thanks for the excellent report…highly professional, scholarly and credible."
"I have heard the report of your splendid testimony. I cannot say how much we appreciate your undertaking this on a pro bono basis and on such short notice, and bringing your usual consummate professionalism. Many, many thanks."
"The scrupulous attention to this project and late hours are much appreciated."
"I greatly appreciate your assistance. It was critical to our efforts."
"Without your dedication and insight, a satisfactory result would not have been possible. It was a joy working with you."
"Thank you for your generous and extremely helpful assistance.  We owe one of our strongest arguments in this case to you."
"Your assistance on this matter helped obtain a significant reduction  in the potential liability of the State."
"Many thanks for your splendid help…. I am enclosing  a copy of your testimony; it reads very well."
"I cannot say much we appreciate your splendid testimony...[and] consummate professionalism. Many, many thanks."
"Highly professional expert who provided litigation support in an organized, well-documented manner."
"I felt very secure in negotiating the Stipulation in Williston, knowing I could call at any time with questions."
"You generate a lot of questions. It gets people thinking. That's good."

Quoted from our clients at:

Ballard Spahr  •  Bangser Klein Rocca & Blum  •  Covington & Burling  •  Foley Hoag  • Glen Gery Corporation  •  Hansell & Post  •  Herbert Larson  •   Kassab Archbold & O’Brien •  K & L Gates  •  Kittredge Donley Elson Fullem & Embick  •  New York City Law Department  •  Pennsylvania Attorney General  •  Shapiro Haber & Urmy  •  The Strong Law Firm  •  Thompson & Mitchell  • U.S. Senate Judiciary Committee