Modus Therapeutics Stock Forward View - Triple Exponential Smoothing

MODTX Stock   0.31  0.02  6.90%   
This page provides reference data for Modus Therapeutics using Triple Exponential Smoothing forecasting. The projected value and error metrics are calculated from available daily price observations.
The Triple Exponential Smoothing forecasted value of Modus Therapeutics Holding on the next trading day is expected to be 0.31 with a mean absolute deviation of 0.01 and the sum of the absolute errors of 0.68.As with simple exponential smoothing, in triple exponential smoothing models past Modus Therapeutics observations are given exponentially smaller weights as the observations get older. In other words, recent observations are given relatively more weight in forecasting than the older Modus Therapeutics Holding observations. This Triple Exponential Smoothing reference page for Modus Therapeutics presents model-generated projections from historical price data for informational purposes.
Triple exponential smoothing for Modus Therapeutics - also known as the Winters method - is a refinement of the popular double exponential smoothing model with the addition of periodicity (seasonality) component. Simple exponential smoothing technique works best with data where there are no trend or seasonality components to the data. When Modus Therapeutics prices exhibit either an increasing or decreasing trend over time, simple exponential smoothing forecasts tend to lag behind observations. Double exponential smoothing is designed to address this type of data series by taking into account any trend in Modus Therapeutics price movement. However, neither of these exponential smoothing models address any seasonality of Modus Therapeutics.

Triple Exponential Smoothing Price Forecast For the 22nd of March

Given 90 days horizon, the Triple Exponential Smoothing forecasted value of Modus Therapeutics Holding on the next trading day is expected to be 0.31 with a mean absolute deviation of 0.01 , mean absolute percentage error of 0.0003 , and the sum of the absolute errors of 0.68 .
Please note that although there have been many attempts to predict Modus 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 Modus Therapeutics' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Stock Forecast Pattern

Backtest Modus Therapeutics  Modus Therapeutics Price Prediction  Research Analysis  

Forecasted Value

This next-day forecast for Modus Therapeutics Holding uses model performance to estimate practical downside and upside boundaries rather than a single point target alone. The current forecast range spans downside near 0.0031 and upside near 5.16.
Market Value
0.31
0.0031
Downside
0.31
Expected Value
5.16
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Triple Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Modus Therapeutics stock data series using in forecasting. Note that when a statistical model is used to represent Modus 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 CriteriaHuge
BiasArithmetic mean of the errors -0.0029
MADMean absolute deviation0.0114
MAPEMean absolute percentage error0.037
SAESum of the absolute errors0.6844
As with simple exponential smoothing, in triple exponential smoothing models past Modus Therapeutics observations are given exponentially smaller weights as the observations get older. In other words, recent observations are given relatively more weight in forecasting than the older Modus Therapeutics Holding observations.

Other Forecasting Options for Modus Therapeutics

For investors considering Modus, Modus Therapeutics' price movement is the most direct driver of investment returns. Noise in Modus Stock price charts can make identifying meaningful trends difficult without dedicated analytical tools.

Modus Therapeutics Related Equities

The following equities are related to Modus Therapeutics within the Biotechnology space and can be used for peer comparison, relative valuation, or portfolio diversification. Comparing Modus 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

Modus Therapeutics Market Strength Events

Market strength indicators for Modus Therapeutics provide investors with a view of how the stock performs across different market environments. By analyzing these indicators, traders can determine the best moments to enter or exit positions in Modus Therapeutics Holding.

Modus Therapeutics Risk Indicators

A structured analysis of Modus Therapeutics' risk indicators is one of the most reliable ways to improve the accuracy of price forecasts. Understanding the risk embedded in Modus Therapeutics' allows investors to decide whether to accept, reduce, or hedge their exposure.
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 Modus Therapeutics

Story coverage around Modus Therapeutics Holding often expands when market conditions, narrative momentum, or risk-adjusted performance make the security more visible to investors. Used properly, this context can help investors judge whether visibility is reinforcing the thesis or attracting more speculative pressure.

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.

Modus Therapeutics Short Properties

Short-interest signals around Modus Therapeutics Holding can help investors judge whether skeptical positioning is starting to pressure price predictability and market tone. The stronger read compares short sentiment with trend behavior, volume, and the broader market narrative.
Common Stock Shares Outstanding12.4 M
Cash And Short Term Investments20.6 M

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