Harpoon Therapeutics Stock Forecast - Naive Prediction

HARPDelisted Stock  USD 0.85  0.00  0.00%   
The Naive Prediction forecasted value of Harpoon Therapeutics on the next trading day is expected to be 0.82 with a mean absolute deviation of 0.04 and the sum of the absolute errors of 2.23. Harpoon Stock Forecast is based on your current time horizon.
  
A naive forecasting model for Harpoon Therapeutics is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Harpoon 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.

Harpoon Therapeutics Naive Prediction Price Forecast For the 3rd of December

Given 90 days horizon, the Naive Prediction forecasted value of Harpoon Therapeutics on the next trading day is expected to be 0.82 with a mean absolute deviation of 0.04, mean absolute percentage error of 0, and the sum of the absolute errors of 2.23.
Please note that although there have been many attempts to predict Harpoon Stock prices using its time series forecasting, we generally do not recommend using it to place bets in the real market. The most commonly used models for forecasting predictions are the autoregressive models, which specify that Harpoon Therapeutics' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Harpoon Therapeutics Stock Forecast Pattern

Backtest Harpoon TherapeuticsHarpoon Therapeutics Price PredictionBuy or Sell Advice 

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 Harpoon Therapeutics stock data series using in forecasting. Note that when a statistical model is used to represent Harpoon 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 Criteria111.8392
BiasArithmetic mean of the errors None
MADMean absolute deviation0.0365
MAPEMean absolute percentage error0.0511
SAESum of the absolute errors2.228
This model is not at all useful as a medium-long range forecasting tool of Harpoon 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 Harpoon 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 Harpoon 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 Harpoon 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
LowEstimatedHigh
0.850.850.85
Details
Intrinsic
Valuation
LowRealHigh
0.660.660.94
Details

Harpoon Therapeutics Related Equities

One of the popular trading techniques among algorithmic traders is to use market-neutral strategies where every trade hedges away some risk. Because there are two separate transactions required, even if one position performs unexpectedly, the other equity can make up some of the losses. Below are some of the equities that can be combined with Harpoon Therapeutics stock to make a market-neutral strategy. Peer analysis of Harpoon Therapeutics could also be used in its relative valuation, which is a method of valuing Harpoon Therapeutics by comparing valuation metrics with similar companies.
 Risk & Return  Correlation

Harpoon Therapeutics Market Strength Events

Market strength indicators help investors to evaluate how Harpoon Therapeutics stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Harpoon Therapeutics shares will generate the highest return on investment. By undertsting and applying Harpoon Therapeutics stock market strength indicators, traders can identify Harpoon Therapeutics entry and exit signals to maximize returns.

Harpoon Therapeutics Risk Indicators

The analysis of Harpoon Therapeutics' basic risk indicators is one of the essential steps in accurately forecasting its future price. The process involves identifying the amount of risk involved in Harpoon Therapeutics' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting harpoon stock prices, we also provide a set of basic risk indicators that can assist in the individual investment decision or help in hedging the risk of your existing portfolios.
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.

Pair Trading with Harpoon 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 Harpoon 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 Harpoon Therapeutics will appreciate offsetting losses from the drop in the long position's value.

Moving against Harpoon Stock

  0.64BA Boeing Fiscal Year End 29th of January 2025 PairCorr
  0.58PPERF Bank Mandiri PerseroPairCorr
  0.55BKRKF PT Bank RakyatPairCorr
  0.45MRK Merck Company Fiscal Year End 6th of February 2025 PairCorr
  0.41PPERY Bank Mandiri PerseroPairCorr
The ability to find closely correlated positions to Harpoon Therapeutics could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Harpoon Therapeutics when you sell it. If you don't do this, your portfolio allocation will be skewed against your target asset allocation. So, investors can't just sell and buy back Harpoon Therapeutics - that would be a violation of the tax code under the "wash sale" rule, and this is why you need to find a similar enough asset and use the proceeds from selling Harpoon Therapeutics to buy it.
The correlation of Harpoon Therapeutics is a statistical measure of how it moves in relation to other instruments. This measure is expressed in what is known as the correlation coefficient, which ranges between -1 and +1. A perfect positive correlation (i.e., a correlation coefficient of +1) implies that as Harpoon Therapeutics moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Harpoon Therapeutics moves in either direction, the perfectly negatively correlated security will move in the opposite direction. If the correlation is 0, the equities are not correlated; they are entirely random. A correlation greater than 0.8 is generally described as strong, whereas a correlation less than 0.5 is generally considered weak.
Correlation analysis and pair trading evaluation for Harpoon Therapeutics can also be used as hedging techniques within a particular sector or industry or even over random equities to generate a better risk-adjusted return on your portfolios.
Pair CorrelationCorrelation Matching
Check out Risk vs Return Analysis to better understand how to build diversified portfolios. Also, note that the market value of any company could be closely tied with the direction of predictive economic indicators such as signals in metropolitan statistical area.
You can also try the Positions Ratings module to determine portfolio positions ratings based on digital equity recommendations. Macroaxis instant position ratings are based on combination of fundamental analysis and risk-adjusted market performance.

Other Consideration for investing in Harpoon Stock

If you are still planning to invest in Harpoon Therapeutics check if it may still be traded through OTC markets such as Pink Sheets or OTC Bulletin Board. You may also purchase it directly from the company, but this is not always possible and may require contacting the company directly. Please note that delisted stocks are often considered to be more risky investments, as they are no longer subject to the same regulatory and reporting requirements as listed stocks. Therefore, it is essential to carefully research the Harpoon Therapeutics' history and understand the potential risks before investing.
AI Portfolio Architect
Use AI to generate optimal portfolios and find profitable investment opportunities
Funds Screener
Find actively-traded funds from around the world traded on over 30 global exchanges
Equity Forecasting
Use basic forecasting models to generate price predictions and determine price momentum
Idea Optimizer
Use advanced portfolio builder with pre-computed micro ideas to build optimal portfolio
Portfolio Optimization
Compute new portfolio that will generate highest expected return given your specified tolerance for risk
Volatility Analysis
Get historical volatility and risk analysis based on latest market data
My Watchlist Analysis
Analyze my current watchlist and to refresh optimization strategy. Macroaxis watchlist is based on self-learning algorithm to remember stocks you like
ETFs
Find actively traded Exchange Traded Funds (ETF) from around the world
CEOs Directory
Screen CEOs from public companies around the world