Rezolute Stock Forecast - Polynomial Regression

RZLT Stock  USD 4.70  0.42  9.81%   
The Polynomial Regression forecasted value of Rezolute on the next trading day is expected to be 3.66 with a mean absolute deviation of 0.44 and the sum of the absolute errors of 27.35. Rezolute Stock Forecast is based on your current time horizon.
  
Inventory Turnover is likely to gain to 82.20 in 2024. Payables Turnover is likely to gain to 0.13 in 2024. Common Stock Shares Outstanding is likely to gain to about 61.8 M in 2024, despite the fact that Net Loss is likely to grow to (44.3 M).
Most investors in Rezolute cannot accurately predict what will happen the next trading day because, historically, stock markets tend to be unpredictable and even illogical. Modeling turbulent structures requires applying different statistical methods, techniques, and algorithms to find hidden data structures or patterns within the Rezolute's time series price data and predict how it will affect future prices. One of these methodologies is forecasting, which interprets Rezolute's price structures and extracts relationships that further increase the accuracy of the generated results. Rezolute polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Rezolute as well as the accuracy indicators are determined from the period prices.

Rezolute Polynomial Regression Price Forecast For the 14th of July 2024

Given 90 days horizon, the Polynomial Regression forecasted value of Rezolute on the next trading day is expected to be 3.66 with a mean absolute deviation of 0.44, mean absolute percentage error of 0.33, and the sum of the absolute errors of 27.35.
Please note that although there have been many attempts to predict Rezolute 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 Rezolute's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Rezolute Stock Forecast Pattern

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Rezolute Forecasted Value

In the context of forecasting Rezolute's Stock value on the next trading day, we examine the predictive performance of the model to find good statistically significant boundaries of downside and upside scenarios. Rezolute's downside and upside margins for the forecasting period are 0.05 and 11.18, respectively. We have considered Rezolute's daily market price to evaluate the above model's predictive performance. Remember, however, there is no scientific proof or empirical evidence that traditional linear or nonlinear forecasting models outperform artificial intelligence and frequency domain models to provide accurate forecasts consistently.
Market Value
4.70
3.66
Expected Value
11.18
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Polynomial Regression forecasting method's relative quality and the estimations of the prediction error of Rezolute stock data series using in forecasting. Note that when a statistical model is used to represent Rezolute 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 Criteria118.8455
BiasArithmetic mean of the errors None
MADMean absolute deviation0.4411
MAPEMean absolute percentage error0.1119
SAESum of the absolute errors27.351
A single variable polynomial regression model attempts to put a curve through the Rezolute historical price points. Mathematically, assuming the independent variable is X and the dependent variable is Y, this line can be indicated as: Y = a0 + a1*X + a2*X2 + a3*X3 + ... + am*Xm

Predictive Modules for Rezolute

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Rezolute. 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.
Sophisticated investors, who have witnessed many market ups and downs, anticipate that the market will even out over time. This tendency of Rezolute's price to converge to an average value over time is called mean reversion. However, historically, high market prices usually discourage investors that believe in mean reversion to invest, while low prices are viewed as an opportunity to buy.
Hype
Prediction
LowEstimatedHigh
0.265.1412.66
Details
Intrinsic
Valuation
LowRealHigh
0.295.8113.33
Details
8 Analysts
Consensus
LowTargetHigh
7.107.808.66
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Rezolute. Your research has to be compared to or analyzed against Rezolute's peers to derive any actionable benefits. When done correctly, Rezolute's competitive analysis will give you plenty of quantitative and qualitative data to validate your investment decisions or develop an entirely new strategy toward taking a position in Rezolute.

Other Forecasting Options for Rezolute

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

Rezolute 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 Rezolute stock to make a market-neutral strategy. Peer analysis of Rezolute could also be used in its relative valuation, which is a method of valuing Rezolute by comparing valuation metrics with similar companies.
 Risk & Return  Correlation

Rezolute 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 Rezolute's 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 Rezolute's current price.

Rezolute Market Strength Events

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

Rezolute Risk Indicators

The analysis of Rezolute's 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 Rezolute's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting rezolute 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.

Thematic Opportunities

Explore Investment Opportunities

Build portfolios using Macroaxis predefined set of investing ideas. Many of Macroaxis investing ideas can easily outperform a given market. Ideas can also be optimized per your risk profile before portfolio origination is invoked. Macroaxis thematic optimization helps investors identify companies most likely to benefit from changes or shifts in various micro-economic or local macro-level trends. Originating optimal thematic portfolios involves aligning investors' personal views, ideas, and beliefs with their actual investments.
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Additional Tools for Rezolute Stock Analysis

When running Rezolute's price analysis, check to measure Rezolute's market volatility, profitability, liquidity, solvency, efficiency, growth potential, financial leverage, and other vital indicators. We have many different tools that can be utilized to determine how healthy Rezolute is operating at the current time. Most of Rezolute's value examination focuses on studying past and present price action to predict the probability of Rezolute's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Rezolute's price. Additionally, you may evaluate how the addition of Rezolute to your portfolios can decrease your overall portfolio volatility.