Amyris Stock Forecast - Polynomial Regression

AMRSDelisted Stock  USD 1.01  0.06  6.32%   
The Polynomial Regression forecasted value of Amyris Inc on the next trading day is expected to be 0.81 with a mean absolute deviation of 0.09 and the sum of the absolute errors of 5.59. Amyris Stock Forecast is based on your current time horizon.
  
Amyris polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Amyris Inc as well as the accuracy indicators are determined from the period prices.

Amyris Polynomial Regression Price Forecast For the 1st of February

Given 90 days horizon, the Polynomial Regression forecasted value of Amyris Inc on the next trading day is expected to be 0.81 with a mean absolute deviation of 0.09, mean absolute percentage error of 0.01, and the sum of the absolute errors of 5.59.
Please note that although there have been many attempts to predict Amyris 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 Amyris' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Amyris Stock Forecast Pattern

Backtest AmyrisAmyris Price PredictionBuy or Sell Advice 

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 Amyris stock data series using in forecasting. Note that when a statistical model is used to represent Amyris 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 Criteria113.8166
BiasArithmetic mean of the errors None
MADMean absolute deviation0.0916
MAPEMean absolute percentage error0.1006
SAESum of the absolute errors5.5862
A single variable polynomial regression model attempts to put a curve through the Amyris 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 Amyris

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Amyris Inc. 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
1.011.011.01
Details
Intrinsic
Valuation
LowRealHigh
0.830.831.11
Details

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

Amyris Market Strength Events

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

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.
Explore Investing Ideas  
Check out Trending Equities 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 various price indices.
You can also try the Sync Your Broker module to sync your existing holdings, watchlists, positions or portfolios from thousands of online brokerage services, banks, investment account aggregators and robo-advisors..

Other Consideration for investing in Amyris Stock

If you are still planning to invest in Amyris Inc 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 Amyris' history and understand the potential risks before investing.
Headlines Timeline
Stay connected to all market stories and filter out noise. Drill down to analyze hype elasticity
Equity Search
Search for actively traded equities including funds and ETFs from over 30 global markets
Bond Analysis
Evaluate and analyze corporate bonds as a potential investment for your portfolios.
Money Flow Index
Determine momentum by analyzing Money Flow Index and other technical indicators
Portfolio Analyzer
Portfolio analysis module that provides access to portfolio diagnostics and optimization engine
Price Ceiling Movement
Calculate and plot Price Ceiling Movement for different equity instruments
Idea Optimizer
Use advanced portfolio builder with pre-computed micro ideas to build optimal portfolio
Theme Ratings
Determine theme ratings based on digital equity recommendations. Macroaxis theme ratings are based on combination of fundamental analysis and risk-adjusted market performance
Portfolio Dashboard
Portfolio dashboard that provides centralized access to all your investments