Overview
Statistics, econometrics, and survey methods are routinely used to solve real-world problems, and they are increasingly important in litigation as well. Economic and liability experts use these techniques to provide critical insights in litigation, arbitration, regulatory proceedings, and business and policy consulting. Our team consists of highly qualified econometricians and statisticians who are driven by intellectual curiosity and perfection to answer challenging empirical questions. We are experts at regression analysis, machine learning (including natural language processing), survival analysis, Bayesian analysis including imputation of missing data, propensity score methodologies, conjoint analysis, time series methods, forecasting, probability theory, sample design, and mathematical statistics.

By combining extensive knowledge of quantitative methods, deep industry and product experience, and cutting-edge computing power, we provide rigorous and intelligent solutions to clients in a broad range of applications. Recent examples of our work have included sentiment analysis from social media and analyst reports using natural language processing methods, econometric analysis of the impact of competition on residential broadband prices, and the impact of supply constraints and price-fixing schemes in multiple product markets.
Cirque Analytics by the Numbers
Testimonies in deposition or trial.
With deposition and trial testimony experience.
Petabytes of data used for litigation and insights.
Collective years experience consulting.
Areas of Expertise & Focus
Big Data Modeling & Analytics
Cirque Analytics is a top-tier choice for Big Data analysis, bringing a wealth of expertise and innovative solutions to organizations navigating the complexities of large-scale data. Their team of skilled data scientists and analysts excels at harnessing vast datasets, uncovering hidden patterns, and delivering actionable insights that drive strategic decision-making. Whether it’s optimizing business operations, enhancing customer experiences, or identifying market trends, Cirque Analytics leverages state-of-the-art tools and advanced algorithms to transform raw data into a competitive advantage. With a deep commitment to precision and scalability, they empower clients across industries—from tech startups to global enterprises—to stay ahead in a data-driven world.
Choosing Cirque Analytics for Big Data analysis means gaining a partner dedicated to delivering results with clarity and efficiency. They tailor their approach to each client’s unique objectives, seamlessly integrating Big Data solutions into existing workflows while ensuring data integrity and security. Their expertise spans a wide range of applications, including real-time analytics, predictive modeling, and data visualization, all designed to provide a comprehensive understanding of complex datasets. Beyond technical prowess, Cirque Analytics emphasizes collaboration and transparency, offering ongoing support and clear, concise reporting that makes insights accessible to all stakeholders. For organizations ready to unlock the full potential of their data, Cirque Analytics is the trusted ally to turn ambition into achievement.
Biostatistics
Cirque Analytics stands out as a premier choice for biostatistics modeling, offering unparalleled expertise and a client-centric approach that drives impactful results. With a team of seasoned biostatisticians and data scientists, Cirque Analytics excels at transforming complex biological data into actionable insights, tailored to meet the unique needs of pharmaceutical companies, research institutions, and healthcare organizations. Their proven track record in designing robust statistical models ensures precision in clinical trial analysis, biomarker validation, and predictive modeling, helping clients accelerate decision-making and optimize outcomes. By combining cutting-edge methodologies with a deep understanding of regulatory standards, Cirque Analytics delivers solutions that not only meet but exceed industry expectations.
Hiring Cirque Analytics means partnering with a team committed to innovation and excellence in biostatistics. They prioritize collaboration, working closely with clients to craft customized modeling strategies that align with specific project goals, whether it’s enhancing drug development pipelines or uncovering trends in patient data. Their advanced analytical tools and rigorous quality controls minimize risks and maximize reliability, providing clients with the confidence to move forward in competitive markets. Beyond technical expertise, Cirque Analytics offers responsive support and clear communication, ensuring that every stakeholder understands the insights derived from their data. For organizations seeking a trusted partner to unlock the full potential of their biostatistical needs, Cirque Analytics is the clear choice.
Antitrust & Competition
Modern antitrust litigation virtually always involves extensive statistical and econometric analysis. These tools are used by plaintiffs and defendants alike to assess questions related to common impact, market structures, and damages quantification. Cirque Analytics is routinely called upon to develop and present sophisticated statistical and econometric analysis for clients, policy-makers, and courts. In recent antitrust cases, Cirque has utilized econometric methods to estimate overcharges on prices paid by class members, establish pass-through throughout complex supply chains, and determine the the effect of anticompetitive conduct on output or production decisions.
Analysis of Complex Survey Data
The proper design, implementation, and analysis of surveys can be a key asset in many business decisions and litigation contexts. Understanding how to frame the research question and align the survey methodology to the research question of interest requires expertise in areas of questionnaire design, survey design methodology, sampling as well as analysis of complex survey data. Through statistical sampling and survey techniques, parties can gain insight into key issues related to management decisions, discrimination, product or service quality, and consumer preferences, choices, and willingness to pay. When properly designed, survey methods can add value to virtually any area of inquiry, ranging from marketing strategies to litigation, including class actions, antitrust and intellectual property, mass torts and labor disputes.
Cirque Analytics assists its clients in making informed decisions by leveraging its expertise in survey methodology, statistical methods, market research, and data analytics to create and implement surveys that can effectively isolate relevant economic factors and influences for use in determining liability, quantifying damages, or making other strategic decisions. Our deep knowledge and experience allows us to both design sophisticated surveys (across all modes of data collection, including mail, telephone, Internet, and text messaging), complex samples and models that meet the requirements for use in legal settings, and identify the flaws and weaknesses in poorly-designed instruments. Cirque’s experts have delivered testimony in deposition and trial on survey methods at the Federal and state level and have extensive publication records in peer-reviewed journals on the subject.
Questionnaire Design
Cirque Analytics is a premier choice for survey questionnaire design, offering a blend of statistical rigor and creative insight to craft questionnaires that deliver precise, high-quality data. Their team of experts specializes in developing clear, concise, and engaging questions that eliminate ambiguity and bias, ensuring respondents provide accurate and relevant answers. Whether the goal is to measure customer preferences, evaluate employee satisfaction, or gather research insights, Cirque Analytics designs questionnaires that align seamlessly with client objectives while maximizing response rates. Their deep expertise in survey methodology and attention to detail make them a trusted partner for organizations seeking reliable, actionable results.
When you choose Cirque Analytics for survey questionnaire design, you’re investing in a tailored, results-driven process that sets your project up for success. They take the time to understand your unique needs, collaborating with you to create a questionnaire that captures the right data without overwhelming participants. By leveraging advanced design principles—like logical flow, adaptive questioning, and culturally sensitive phrasing—Cirque Analytics ensures every survey is both user-friendly and scientifically sound. Backed by their commitment to excellence and a proven track record across industries, they empower clients to gain deep insights with confidence, making them the go-to solution for impactful questionnaire design. Cirque Analytics has a proven track record of delivering high quality, actionable results using both survey panels and custom designed survey populations.
Conjoint Analysis
When property designed and executed, Conjoint Studies (often embodied in a survey) can be a valuable asset in many business and litigation applications. Cirque Analytics has a team of experts with experience to estimate the economic value of consumer choices through conjoint analysis. Through the rigorous application of best practices in the design of conjoint studies, econometrics, and statistical models to conjoint analysis, we provide clients valuable insights into key issues pertaining to consumer preferences, choices, and willingness to pay. These insights add value to virtually any area of inquiry, ranging from marketing strategies to litigation, including class action, antitrust, and intellectual property disputes.
We offer consulting and litigation services related to the design, analysis, and critiques of conjoint studies (often also referred to as price premium analysis) to gain insight into consumer preferences and the value of goods, products, product features, and services. Our deep knowledge and experience allow us to identify the flaws and weaknesses in poorly designed survey instruments within the requirements of a legal setting. Our experience can address issues related to conjoint analysis at various phases of litigation, including class certification, liability, and damages. Cirque’s experts have delivered testimony in deposition and trial on survey methods and survey results at the Federal and state level and have publication records in peer-reviewed journals on the subject.
In addition, our damages experts often utilize the outputs of properly designed and rigorously tested conjoint surveys in determining issues related to class certification and the assessment of economic damages. For instance, in false advertising, price premium, and trademark matters, our experts have often either incorporated the findings of properly designed and rigorously tested conjoint studies to consider analysis of damages, or have critiqued purported conjoint analysis that fails to adhere to the scientific rigor required by legal standards.
Survey Design (Mode and Method of Data Capture)
Cirque Analytics is a standout choice for survey design, blending statistical expertise with a keen understanding of human behavior to create surveys that yield meaningful, actionable results. Their team of skilled professionals excels at crafting questions that are clear, unbiased, and strategically aligned with client objectives, whether it’s gauging customer satisfaction, assessing market trends, or collecting critical research data. By incorporating advanced sampling techniques and optimizing survey structure, Cirque Analytics ensures high response rates and reliable data, providing clients with insights they can trust. Their meticulous attention to detail and commitment to quality make them an ideal partner for organizations aiming to unlock the full potential of survey-based research.
Hiring Cirque Analytics for survey design means partnering with a team dedicated to delivering customized solutions that drive success. They collaborate closely with clients to tailor each survey to specific goals, ensuring every question serves a purpose and every response adds value. From initial concept to final deployment, Cirque Analytics leverages cutting-edge tools and best practices to enhance data accuracy and usability, while also offering expert guidance on analysis and interpretation. Their ability to adapt to diverse industries—spanning healthcare, marketing, and beyond—combined with their focus on user-friendly design, positions them as a trusted ally for businesses and researchers seeking impactful survey outcomes.
Statistical Sampling
Cirque Analytics is a leading choice for statistical sampling, offering expertise and precision that ensure reliable, representative data for any project. Their team of experienced statisticians designs sampling strategies that strike the perfect balance between accuracy and efficiency, whether for clinical research, market studies, or quality control initiatives. By employing advanced techniques such as stratified sampling, cluster analysis, and adaptive designs, Cirque Analytics minimizes bias and maximizes the validity of results, providing clients with a solid foundation for decision-making. Their deep understanding of statistical theory and practical applications makes them an invaluable partner for organizations seeking dependable insights from limited data.
When you hire Cirque Analytics for statistical sampling, you gain access to a tailored, client-focused approach that delivers measurable value. They work closely with clients to understand specific goals and constraints, crafting customized sampling plans that align with budgets and timelines without compromising quality. Their rigorous methodologies are backed by cutting-edge tools and a commitment to transparency, ensuring that every step of the process—from sample selection to analysis—is clearly documented and defensible. With a proven track record of success across industries, Cirque Analytics empowers businesses and researchers alike to draw confident conclusions from their data, making them the go-to choice for statistical sampling excellence.
Meet Our Statistics, Econometrics, & Survey Research Experts
R. Garrison Harvey, M.S.
Gary Harvey has served as an expert witness in litigation, arbitration, and regulatory proceedings involving evaluation of damages, breach…
Russell W. Mangum III, Ph.D.
Dr. Mangum has over 30 years of experience in economic analysis, research, and teaching. His consulting practice centers on…
Nancy A. Mathiowetz, Ph.D.
Nancy A. Mathiowetz is a Senior Principal Consultant with Cirque Analytics LLC. She is Professor Emerita, University of Wisconsin–Milwaukee.…
Chen Song, Ph.D., CFA
Dr. Song is an economist, CFA charter holder, and expert witness. Dr. Song holds a Ph.D. in economics from the…
D. Scott Bosworth, M.S., CFA
Scott Bosworth has 17 years of experience as both a testifying expert and a consulting expert in a broad…
Eric Matolo, Ph.D.
Dr. Matolo specializes in economic analysis of complex business matters. He is a consulting and testifying expert and conducts…
Sam Lundstrom, Ph.D.
Dr. Lundstrom is a Vice President at Cirque Analytics, and has extensive experience as both an economic consulting expert…
Angela McGrath, M.A., M.B.A.
Angela McGrath is a statistician that serves as both a testifying expert witness and a consulting expert. She has…
Maggie Herrington, M.A.
Maggie Herrington has over ten years of experience working with testifying experts to analyze markets and assess damages in…
Thomas M. Dubinin, Ph.D.
Thomas Dubinin has worked as a consultant on many prominent litigations and business consulting engagements including consumer product safety…
Ram Tamara, Ph.D.
I am an applied economist with 25 years of international consulting experience in litigation and dispute resolution, policy research,…
Kevin Flannery, B.S.E., M.B.A.
Kevin has over a decade of experience analyzing data and has a background in business and engineering. He has…
Eric M. Vestrup, Ph.D.
Eric Vestrup is an expert in applied and mathematical statistics with extensive experience in both academic and professional settings.…
Chi Leng, Ph.D.
Dr. Leng is a testifying and consulting economist with over 20 years of experience conducting economic analysis of competition,…
Josh Brown, M.S.
Josh Brown has over ten years of experience in economic consulting. He is currently a Manager at Cirque Analytics.…
Dina Mayzlin, Ph.D.
Professor Mayzlin’s research focuses on how businesses manage social interactions, advertising, and communication strategies, including word of mouth and…
Scott Condie, Ph.D.
Dr. Condie is an associate professor of Economics at Brigham Young University. He has 16 years of experience researching…


















