Statistical Consulting Network Monthly Meet-Up

Sustaining Statistical Rigor

The Statistical Consulting Network (SCN), hosted under the Statistical Society of Australia, maintains a long-running series of monthly virtual meet-ups where statisticians tackle practical consulting problems collaboratively. Hosted via UNSW Zoom, the May 27, 2026, gathering fits into this established pattern, recently adjusted to last-Wednesday scheduling for better accessibility.

Demand for such support has grown sharply as organizations across sectors rely more heavily on data for decisions. In biomedical research, inadequate statistical design contributes to widespread irreproducibility, with estimates suggesting up to 85-90% of preclinical studies cannot be replicated—translating to enormous financial waste and delayed therapies. Regulators and funders increasingly demand robust statistical plans, making expert input non-negotiable for grant success or trial approval.

The stakes extend beyond academia. Pharmaceutical companies face multimillion-dollar setbacks from flawed analyses leading to failed trials or post-market withdrawals. Public policy shaped by weak evidence risks ineffective interventions in areas like climate or health. Independent consultants and early-career professionals, often working without institutional teams, particularly benefit from peer input to navigate complex, unfamiliar problems.

Less visible are the trade-offs: AI and machine learning promise efficiency but introduce risks of overfitting and hidden bias unless grounded in classical statistical principles. Consultants frequently resolve these conflicts. Geographic isolation in Australia and New Zealand adds another layer—virtual forums like SCN's compensate for limited local networks, ensuring broader access to collective expertise.