Monopar Therapeutics Stock Forecast - Naive Prediction

Monopar Therapeutics Additional Predictive Modules

Most predictive techniques to examine Monopar price help traders to determine how to time the market. We provide a combination of tools to recognize potential entry and exit points for Monopar using various technical indicators. When you analyze Monopar charts, please remember that the event formation may indicate an entry point for a short seller, and look at other indicators across different periods to confirm that a breakdown or reversion is likely to occur.

Monopar Therapeutics Cash Forecast

A naive forecasting model for Monopar Therapeutics is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Monopar 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.

Monopar Therapeutics Naive Prediction Price Forecast For the 15th of January 2026

Given 90 days horizon, the Naive Prediction forecasted value of Monopar Therapeutics on the next trading day is expected to be 71.89 with a mean absolute deviation of 2.31, mean absolute percentage error of 9.22, and the sum of the absolute errors of 140.88.

Monopar Therapeutics Stock Forecast Pattern

Backtest Monopar Therapeutics

Monopar Therapeutics Price Prediction

Buy or Sell Advice

Monopar Therapeutics Forecasted Value

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 Monopar Therapeutics stock data series using in forecasting. Note that when a statistical model is used to represent Monopar 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. This model is not at all useful as a medium-long range forecasting tool of Monopar 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 Monopar 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.

Predictive Modules for Monopar Therapeutics

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Monopar Therapeutics. Regardless of method or technology, however, to accurately forecast the stock market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the stock market accurately is still an essential part of the overall investment decision process. Using different forecasting techniques and comparing the results might improve your chances of accuracy even though unexpected events may often change the market sentiment and impact your forecasting results.

Hype Prediction Low Estimated High 61.44 65.01 68.58 Details

Intrinsic Valuation Low Real High 58.53 75.42 78.99 Details

5 Analysts Consensus Low Target High 101.92 112.00 124.32 Details

Earnings Estimates (0) Low Projected EPS High -0.49 -0.43 -0.4 Details

Other Forecasting Options for Monopar Therapeutics

For every potential investor in Monopar, whether a beginner or expert, Monopar Therapeutics' price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Monopar Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Monopar. Basic forecasting techniques help filter out the noise by identifying Monopar Therapeutics' price trends.

Monopar Therapeutics Related Equities

Risk & Return

Correlation

Monopar Therapeutics Technical and Predictive Analytics

The stock market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of Monopar Therapeutics' price movements, a comprehensive understanding of forecasting methods that an investor can rely on to make the right move is invaluable. These methods predict trends that assist an investor in predicting the movement of Monopar Therapeutics' current price.

Monopar Therapeutics Market Strength Events

Monopar Therapeutics Risk Indicators

Pair Trading with Monopar Therapeutics

One of the main advantages of trading using pair correlations is that every trade hedges away some risk. Because there are two separate transactions required, even if Monopar Therapeutics position performs unexpectedly, the other equity can make up some of the losses. Pair trading also minimizes risk from directional movements in the market. For example, if an entire industry or sector drops because of unexpected headlines, the short position in Monopar Therapeutics will appreciate offsetting losses from the drop in the long position's value.

Additional Tools for Monopar Stock Analysis