Denali Therapeutics Stock Forward View - Polynomial Regression

DNLI Stock  USD 19.92  -0.49  -2.40%   
Denali Therapeutics's Polynomial Regression forecast is computed from observed closing prices over the selected horizon. The accuracy statistics below distinguish a well-fitted model from one that is smoothing over meaningful price movement. The fit is assessed against recent observations, so the output reflects the latest available data. When MAPE exceeds 10%, the model's short-term predictive value is significantly reduced. The Polynomial Regression model projects Denali Therapeutics at 19.70 for the next trading day, below the most recent closing price. The Polynomial Regression output reflects statistical model results and is provided for reference purposes.
Polynomial regression for Denali Therapeutics 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 Denali Therapeutics at 19.70 for the next trading day, with a mean absolute deviation of 0.70 , mean absolute percentage error of 0.04 , and sum of absolute errors of 42.81 .
This represents a tight forecast with good short-term tracking of Denali Therapeutics' price movement. This output is intended for short-term analytical reference.

Stock Forecast Pattern

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Forecasted Value

This forecast for Denali Therapeutics frames the expected trading range using downside and upside bounds rather than a single point target. The projected band runs from roughly 15.87 on the downside to about 23.53 on the upside. The wide range indicates elevated uncertainty in short-term projections.
Market Value
19.92
19.70
Expected Value
23.53

Model Predictive Factors

The table below summarizes the Polynomial Regression model's error metrics for Denali Therapeutics 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 Criteria117.8038
BiasArithmetic mean of the errors None
MADMean absolute deviation0.7018
MAPEMean absolute percentage error0.0351
SAESum of the absolute errors42.8094
The model takes the form: Y = a0 + a1*X + a2*X2 + a3*X3 + ... + am*Xm. Higher-degree polynomials fit Denali Therapeutics historical data more closely but are more prone to overfitting, which can produce unreliable extrapolations beyond the observed price range.

Other Forecasting Options for Denali Therapeutics

Volume-weighted price analysis for Denali Stock gives heavier weight to price levels where trading activity was highest. Crossovers in the MACD line and signal line identify shifts in Denali momentum before they appear in raw price. Comparing Denali Therapeutics' realized volatility to implied volatility reveals whether the options market expects larger or smaller moves. Readings above 80 or below 20 highlight potential reversal zones in Denali Stock price action.

Denali Therapeutics Related Equities

Checking Denali Therapeutics against related firms within the Health Care space reveals where the stock stands among peers. Checking Denali Therapeutics against peers on P/E, margins, and return on equity helps put its position in context. Peer review is most informative when paired with absolute pricing and trend checks.
 Risk & Return  Correlation

Denali Therapeutics Market Strength Events

For investors tracking Denali Therapeutics, market strength indicators offer quantitative evaluation of stock behavior. When Rate of Change diverges from price direction, it often signals weakening momentum before a visible reversal in Denali Therapeutics. These metrics are particularly useful when Denali Therapeutics stock shows divergence from broader market trends. These metrics provide additional context for comparing intraday conviction with broader price movement in Denali Therapeutics.

Denali Therapeutics Risk Indicators

Analyzing Denali Therapeutics' basic risk indicators provides a structured view of the risk-return trade-off for denali stock. Expected shortfall estimates the average loss in the worst-case tail scenarios, going beyond what standard deviation alone captures for Denali Therapeutics. Semi-deviation focuses exclusively on returns below the mean, making it a more conservative risk gauge for Denali Therapeutics than full standard deviation. The risk-return trade-off for denali stock becomes clearer when downside and total variance are viewed together.
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.

Denali Therapeutics Short Properties

Reviewing short-oriented indicators for Denali Therapeutics is useful because long and short participants often create very different signals for timing and volatility. This is applicable when the question is whether bearish pressure is starting to shape the market's reaction function.
Common Stock Shares Outstanding175.46 million
Cash And Short Term Investments867.88 million

More Resources for Denali Stock Analysis

A full view of Denali Therapeutics is built from its financial statements and trend data. These measures show how earnings and operations are structured.