Appili Therapeutics Stock Forward View

APLI Stock  CAD 0.01  -0.01  -25.00%   
The forecast reference data for Appili Therapeutics on this page is generated using Naive Prediction applied to historical price observations. Projected values and error measures are included as reference material.
The Naive Prediction forecasted value of Appili Therapeutics on the next trading day is expected to be 0.02 with a mean absolute deviation of 0.0021 and the sum of the absolute errors of 0.13.This model is not at all useful as a medium-long range forecasting tool of Appili Therapeutics. This model is simplistic and is included partly for completeness and partly because of its simplicity. It is unlikely that you'll want to use this model directly to predict Appili Therapeutics. Instead, consider using either the moving average model or the more general weighted moving average model with a higher (i.e., greater than 1) number of periods, and possibly a different set of weights. The Naive Prediction reference values for Appili Therapeutics are derived from publicly available price data and should be used for informational purposes only.
A naive forecasting model for Appili Therapeutics is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Appili Therapeutics value for a given trading day is simply the observed value for the previous period. Due to the simplistic nature of the naive forecasting model, it can only be used to forecast up to one period.

Naive Prediction Price Forecast For the 22nd of March

Given 90 days horizon, the Naive Prediction forecasted value of Appili Therapeutics on the next trading day is expected to be 0.02 with a mean absolute deviation of 0.0021 , mean absolute percentage error of 0.0000059 , and the sum of the absolute errors of 0.13 .
Please note that although there have been many attempts to predict Appili Stock prices using its time series forecasting, we generally do not suggest using it to place bets in the real market. The most commonly used models for forecasting predictions are the autoregressive models, which specify that Appili Therapeutics' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Stock Forecast Pattern

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Forecasted Value

The next-day forecast for Appili Therapeutics focuses on identifying predictive downside and upside bands that can frame a realistic trading range. The projected forecast band currently runs from roughly 0.0001 on the downside to about 12.62 on the upside.
Market Value
0.01
0.0001
Downside
0.02
Expected Value
12.62
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Naive Prediction forecasting method's relative quality and the estimations of the prediction error of Appili Therapeutics stock data series using in forecasting. Note that when a statistical model is used to represent Appili Therapeutics stock, the representation will rarely be exact; so some information will be lost using the model to explain the process. AIC estimates the relative amount of information lost by a given model: the less information a model loses, the higher its quality.
AICAkaike Information Criteria107.9075
BiasArithmetic mean of the errors None
MADMean absolute deviation0.0021
MAPEMean absolute percentage error0.1037
SAESum of the absolute errors0.1296
This model is not at all useful as a medium-long range forecasting tool of Appili Therapeutics. This model is simplistic and is included partly for completeness and partly because of its simplicity. It is unlikely that you'll want to use this model directly to predict Appili Therapeutics. Instead, consider using either the moving average model or the more general weighted moving average model with a higher (i.e., greater than 1) number of periods, and possibly a different set of weights.

Other Forecasting Options for Appili Therapeutics

Investors at all stages of experience who consider Appili must develop an understanding of Appili Therapeutics' price dynamics. The noise embedded in Appili Stock price charts can create misleading signals and skew investment decisions.

Appili Therapeutics Related Equities

The following equities are related to Appili Therapeutics within the Health Care space and can be used for peer comparison, relative valuation, or portfolio diversification. Comparing Appili Therapeutics against peers on metrics such as P/E, margins, and return on equity helps contextualize its positioning and identify relative strengths or weaknesses.
 Risk & Return  Correlation

Appili Therapeutics Market Strength Events

Market strength indicators applied to Appili Therapeutics stock give investors a structured view of the security's momentum relative to the overall market. Using these indicators, traders can refine their timing when entering or exiting positions in Appili Therapeutics.

Appili Therapeutics Risk Indicators

Evaluating Appili Therapeutics' risk indicators is an important step in accurately forecasting its price and assessing the suitability of an investment. Understanding the risk profile of Appili Therapeutics' allows investors to make more informed decisions about position sizing and risk.
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.

Story Coverage note for Appili Therapeutics

Story coverage around Appili Therapeutics often expands when market conditions, narrative momentum, or risk-adjusted performance make the security more visible to investors. A disciplined read of coverage separates durable relevance from temporary noise.

Other Macroaxis Stories

Macroaxis publishes story content for a diverse readership that includes finance students, independent investors, money managers, and market-focused operating teams. What connects that audience is a focus on building stronger portfolios through better research, risk awareness, and comparative analysis.

Appili Therapeutics Short Properties

Reviewing short-oriented indicators for Appili Therapeutics is useful because long and short participants often create very different signals for timing and volatility. Used correctly, these measures can help investors decide when hedging or timing discipline may matter more than conviction alone.
Common Stock Shares Outstanding121.3 M
Cash And Short Term Investments1.2 M

More Resources for Appili Stock Analysis

Other Information on Investing in Appili Stock

Financial ratios for Appili Therapeutics organize key financial data into structured relationships. They reflect how financial results tie into valuation measures. This helps maintain uniform comparisons across financial reports.