Brightcove Stock Forecast - Polynomial Regression

BCOV Stock  USD 1.99  0.04  2.05%   
The Polynomial Regression forecasted value of Brightcove on the next trading day is expected to be 1.93 with a mean absolute deviation of  0.07  and the sum of the absolute errors of 4.04. Brightcove Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Brightcove stock prices and determine the direction of Brightcove's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Brightcove's historical fundamentals, such as revenue growth or operating cash flow patterns. Although Brightcove's naive historical forecasting may sometimes provide an important future outlook for the firm, we recommend always cross-verifying it against solid analysis of Brightcove's systematic risk associated with finding meaningful patterns of Brightcove fundamentals over time.
Check out Historical Fundamental Analysis of Brightcove to cross-verify your projections.
For more information on how to buy Brightcove Stock please use our How to Invest in Brightcove guide.
  
At this time, Brightcove's Inventory Turnover is fairly stable compared to the past year. Asset Turnover is likely to climb to 1.16 in 2024, whereas Payables Turnover is likely to drop 5.10 in 2024. . Common Stock Shares Outstanding is likely to drop to about 34.2 M in 2024. Net Loss is likely to drop to about (10.9 M) in 2024.

Open Interest Against 2024-04-19 Brightcove Option Contracts

Although open interest is a measure utilized in the options markets, it could be used to forecast Brightcove's spot prices because the number of available contracts in the market changes daily, and new contracts can be created or liquidated at will. Since open interest in Brightcove's options reflects these daily shifts, investors could use the patterns of these changes to develop long and short-term trading strategies for Brightcove stock based on available contracts left at the end of a trading day.
Please note that to derive more accurate forecasting about market movement from the current Brightcove's open interest, investors have to compare it to Brightcove's spot prices. As Ford's stock price increases, high open interest indicates that money is entering the market, and the market is strongly bullish. Conversely, if the price of Brightcove is decreasing and there is high open interest, that is a sign that the bearish trend will continue, and investors may react by taking short positions in Brightcove. So, decreasing or low open interest during a bull market indicates that investors are becoming uncertain of the depth of the bullish trend, and a reversal in sentiment will likely follow.
Most investors in Brightcove 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 Brightcove's time series price data and predict how it will affect future prices. One of these methodologies is forecasting, which interprets Brightcove's price structures and extracts relationships that further increase the generated results' accuracy.
Brightcove polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Brightcove as well as the accuracy indicators are determined from the period prices.

Brightcove Polynomial Regression Price Forecast For the 29th of March

Given 90 days horizon, the Polynomial Regression forecasted value of Brightcove on the next trading day is expected to be 1.93 with a mean absolute deviation of 0.07, mean absolute percentage error of 0.01, and the sum of the absolute errors of 4.04.
Please note that although there have been many attempts to predict Brightcove 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 Brightcove's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Brightcove Stock Forecast Pattern

Backtest BrightcoveBrightcove Price PredictionBuy or Sell Advice 

Brightcove Forecasted Value

In the context of forecasting Brightcove'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. Brightcove's downside and upside margins for the forecasting period are 0.02 and 5.68, respectively. We have considered Brightcove'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
1.99
1.93
Expected Value
5.68
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 Brightcove stock data series using in forecasting. Note that when a statistical model is used to represent Brightcove 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 Criteria114.9742
BiasArithmetic mean of the errors None
MADMean absolute deviation0.0652
MAPEMean absolute percentage error0.0299
SAESum of the absolute errors4.0426
A single variable polynomial regression model attempts to put a curve through the Brightcove 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 Brightcove

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Brightcove. 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 Brightcove'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
0.102.045.79
Details
Intrinsic
Valuation
LowRealHigh
0.163.166.91
Details
2 Analysts
Consensus
LowTargetHigh
6.377.007.77
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Brightcove. Your research has to be compared to or analyzed against Brightcove's peers to derive any actionable benefits. When done correctly, Brightcove'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 Brightcove.

Other Forecasting Options for Brightcove

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

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

Brightcove 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 Brightcove'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 Brightcove's current price.

Brightcove Market Strength Events

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

Brightcove Risk Indicators

The analysis of Brightcove'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 Brightcove's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting brightcove 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.
Some investors attempt to determine whether the market's mood is bullish or bearish by monitoring changes in market sentiment. Unlike more traditional methods such as technical analysis, investor sentiment usually refers to the aggregate attitude towards Brightcove in the overall investment community. So, suppose investors can accurately measure the market's sentiment. In that case, they can use it for their benefit. For example, some tools to gauge market sentiment could be utilized using contrarian indexes, Brightcove's short interest history, or implied volatility extrapolated from Brightcove options trading.

Pair Trading with Brightcove

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 Brightcove 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 Brightcove will appreciate offsetting losses from the drop in the long position's value.

Moving together with Brightcove Stock

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  0.78DT Dynatrace Holdings LLC Sell-off TrendPairCorr

Moving against Brightcove Stock

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  0.69MIXT Mix Telemats Tech BoostPairCorr
  0.57VERX Vertex Financial Report 8th of May 2024 PairCorr
  0.54DJCO Daily Journal CorpPairCorr
  0.52VERB VERB TECHNOLOGY PANY Report 15th of April 2024 PairCorr
The ability to find closely correlated positions to Brightcove could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Brightcove 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 Brightcove - 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 Brightcove to buy it.
The correlation of Brightcove 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 Brightcove moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Brightcove 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 Brightcove 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
When determining whether Brightcove is a strong investment it is important to analyze Brightcove's competitive position within its industry, examining market share, product or service uniqueness, and competitive advantages. Beyond financials and market position, potential investors should also consider broader economic conditions, industry trends, and any regulatory or geopolitical factors that may impact Brightcove's future performance. For an informed investment choice regarding Brightcove Stock, refer to the following important reports:
Check out Historical Fundamental Analysis of Brightcove to cross-verify your projections.
For more information on how to buy Brightcove Stock please use our How to Invest in Brightcove guide.
You can also try the Alpha Finder module to use alpha and beta coefficients to find investment opportunities after accounting for the risk.

Complementary Tools for Brightcove Stock analysis

When running Brightcove's price analysis, check to measure Brightcove'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 Brightcove is operating at the current time. Most of Brightcove's value examination focuses on studying past and present price action to predict the probability of Brightcove's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Brightcove's price. Additionally, you may evaluate how the addition of Brightcove to your portfolios can decrease your overall portfolio volatility.
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Is Brightcove's industry expected to grow? Or is there an opportunity to expand the business' product line in the future? Factors like these will boost the valuation of Brightcove. If investors know Brightcove will grow in the future, the company's valuation will be higher. The financial industry is built on trying to define current growth potential and future valuation accurately. All the valuation information about Brightcove listed above have to be considered, but the key to understanding future value is determining which factors weigh more heavily than others.
Quarterly Earnings Growth
(0.79)
Earnings Share
(0.53)
Revenue Per Share
4.665
Quarterly Revenue Growth
0.019
Return On Assets
(0.05)
The market value of Brightcove is measured differently than its book value, which is the value of Brightcove that is recorded on the company's balance sheet. Investors also form their own opinion of Brightcove's value that differs from its market value or its book value, called intrinsic value, which is Brightcove's true underlying value. Investors use various methods to calculate intrinsic value and buy a stock when its market value falls below its intrinsic value. Because Brightcove's market value can be influenced by many factors that don't directly affect Brightcove's underlying business (such as a pandemic or basic market pessimism), market value can vary widely from intrinsic value.
Please note, there is a significant difference between Brightcove's value and its price as these two are different measures arrived at by different means. Investors typically determine if Brightcove is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Brightcove's price is the amount at which it trades on the open market and represents the number that a seller and buyer find agreeable to each party.