Northview Residential Stock Forecast - Polynomial Regression

NRR-UN Stock   16.00  0.23  1.42%   
The Polynomial Regression forecasted value of Northview Residential REIT on the next trading day is expected to be 16.82 with a mean absolute deviation of 0.27 and the sum of the absolute errors of 16.45. Northview Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Northview Residential stock prices and determine the direction of Northview Residential REIT's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Northview Residential's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
Northview Residential polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Northview Residential REIT as well as the accuracy indicators are determined from the period prices.

Northview Residential Polynomial Regression Price Forecast For the 9th of December

Given 90 days horizon, the Polynomial Regression forecasted value of Northview Residential REIT on the next trading day is expected to be 16.82 with a mean absolute deviation of 0.27, mean absolute percentage error of 0.13, and the sum of the absolute errors of 16.45.
Please note that although there have been many attempts to predict Northview 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 Northview Residential's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Northview Residential Stock Forecast Pattern

Backtest Northview ResidentialNorthview Residential Price PredictionBuy or Sell Advice 

Northview Residential Forecasted Value

In the context of forecasting Northview Residential'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. Northview Residential's downside and upside margins for the forecasting period are 15.00 and 18.63, respectively. We have considered Northview Residential'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
16.00
16.82
Expected Value
18.63
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 Northview Residential stock data series using in forecasting. Note that when a statistical model is used to represent Northview Residential 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 Criteria116.0562
BiasArithmetic mean of the errors None
MADMean absolute deviation0.2697
MAPEMean absolute percentage error0.0163
SAESum of the absolute errors16.4524
A single variable polynomial regression model attempts to put a curve through the Northview Residential 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 Northview Residential

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Northview Residential. 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 Northview Residential'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
14.1916.0017.81
Details
Intrinsic
Valuation
LowRealHigh
14.5916.3918.20
Details
Bollinger
Band Projection (param)
LowMiddleHigh
14.6915.8016.92
Details

Other Forecasting Options for Northview Residential

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

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

Northview Residential 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 Northview Residential'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 Northview Residential's current price.

Northview Residential Market Strength Events

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

Northview Residential Risk Indicators

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

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

Moving against Northview Stock

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The ability to find closely correlated positions to Northview Residential could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Northview Residential 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 Northview Residential - 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 Northview Residential REIT to buy it.
The correlation of Northview Residential 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 Northview Residential moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Northview Residential 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 Northview Residential 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

Other Information on Investing in Northview Stock

Northview Residential financial ratios help investors to determine whether Northview Stock is cheap or expensive when compared to a particular measure, such as profits or enterprise value. In other words, they help investors to determine the cost of investment in Northview with respect to the benefits of owning Northview Residential security.