Immunome Stock Forward View - Polynomial Regression

IMNM Stock  USD 23.27  0.16  0.69%   
Polynomial Regression is applied to Immunome's daily closing prices, and the resulting forecast is presented with accuracy metrics. Wide deviation between fitted and observed values suggests the model's assumptions may not match current market conditions. These values update automatically with each new closing price. The Polynomial Regression model projects Immunome at 23.48 for the next trading day, above the most recent closing price. This Polynomial Regression output is provided as analytical reference and does not constitute a trading recommendation.
Polynomial regression for Immunome fits a curved line through historical price points using time as the independent variable. Unlike simple regression, which fits only a straight line, polynomial regression can capture nonlinear price trends including acceleration and deceleration.

Polynomial Regression Price Forecast For the 8th of May

Over a 90-day horizon, the Polynomial Regression model forecasts Immunome at 23.48 for the next trading day, with a mean absolute deviation of 0.57 , mean absolute percentage error of 0.03 , and sum of absolute errors of 35.38 .
This represents a tight forecast with good short-term tracking of Immunome's price movement. This output is intended for short-term analytical reference.

Stock Forecast Pattern

Backtest Immunome  Immunome Price Prediction  Research Analysis  

Forecasted Value

The projected range for Immunome reflects the model's ability to define credible downside and upside scenarios for the next trading day. Downside is estimated near 20.40 and upside near 26.56. The wide range indicates elevated uncertainty in short-term projections.
Market Value
23.27
23.48
Expected Value
26.56

Model Predictive Factors

The table below summarizes the Polynomial Regression model's error metrics for Immunome stock. Lower MAD and MAPE values indicate tighter forecast accuracy. AIC measures relative model quality — lower values indicate less information loss and a better-fitting model. A large Bias suggests systematic over- or under-prediction.
AICAkaike Information Criteria119.3003
BiasArithmetic mean of the errors None
MADMean absolute deviation0.5707
MAPEMean absolute percentage error0.026
SAESum of the absolute errors35.384
The model takes the form: Y = a0 + a1*X + a2*X2 + a3*X3 + ... + am*Xm. Higher-degree polynomials fit Immunome historical data more closely but are more prone to overfitting, which can produce unreliable extrapolations beyond the observed price range.

Other Forecasting Options for Immunome

Immunome's daily price returns decompose into trend, seasonal, and residual components. Divergence between short-term and long-term averages in Immunome often signals an upcoming reversal or acceleration. Gap analysis of Immunome Stock data examines overnight jumps between Immunome's closing and opening prices.

Immunome Related Equities

Immunome's market space within the Health Care space is illustrated by the firms listed below. Peer review on balance sheet metrics shows how Immunome's capital structure stacks up against similar firms. Sector-wide trends across this peer group split company-level factors from broader forces.
 Risk & Return  Correlation

Immunome Market Strength Events

Market strength indicators for Immunome stock provide a framework for assessing security responsiveness. A rising Accumulation/Distribution line alongside rising price confirms institutional buying interest in Immunome. Median and Typical Price smooth out intraday extremes, providing a cleaner reference level for evaluating Immunome sessions.

Immunome Risk Indicators

Assessing Immunome's risk indicators is a structured way to evaluate the risk-return trade-off for immunome stock. The level of risk embedded in Immunome's feeds directly into exposure calibration. Comparing Immunome's downside variance to total variance reveals whether the risk profile is skewed toward losses.
Please note, the risk measures we provide can be used independently or collectively to perform a risk assessment. When comparing two potential investments, we recommend comparing similar equities with homogenous growth potential and valuation from related markets to determine which investment holds the most risk.

Immunome Short Properties

Short-interest data for Immunome reveals whether bearish conviction in the market is gaining traction. Comparing short sentiment with trend behavior, volume, and the broader market narrative provides a more grounded view.
Common Stock Shares Outstanding87.35 million
Cash And Short Term Investments653.48 million

More Resources for Immunome Stock Analysis

A clear view of Immunome comes from reviewing its financial structure and trends. Key reports that frame Immunome Stock are listed below: