# NEUBERGER BERMAN Mutual Fund Forecast - Polynomial Regression

NBPIX Fund | USD 41.03 0.58 1.39% |

NEUBERGER Mutual Fund Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast NEUBERGER BERMAN historical stock prices and determine the direction of NEUBERGER BERMAN LARGE's future trends based on various well-known forecasting models. However, solely looking at the historical price movement is usually misleading. Macroaxis recommends to always use this module together with analysis of NEUBERGER BERMAN historical fundamentals such as revenue growth or operating cash flow patterns.

Additionally, see Historical Fundamental Analysis of NEUBERGER BERMAN to cross-verify your projections. NEUBERGER |

Most investors in NEUBERGER BERMAN 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 NEUBERGER BERMAN's time series price data and predict how it will affect future prices. One of these methodologies is forecasting, which interprets NEUBERGER BERMAN's price structures and extracts relationships that further increase the generated results' accuracy.

NEUBERGER BERMAN polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for NEUBERGER BERMAN LARGE as well as the accuracy indicators are determined from the period prices. ## NEUBERGER BERMAN Polynomial Regression Price Forecast For the 22nd of March

Given 90 days horizon, the Polynomial Regression forecasted value of NEUBERGER BERMAN LARGE on the next trading day is expected to be 40.82 with a mean absolute deviation of 0.28, mean absolute percentage error of 0.11, and the sum of the absolute errors of 16.89.Please note that although there have been many attempts to predict NEUBERGER Mutual Fund 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 NEUBERGER BERMAN's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

## NEUBERGER BERMAN Mutual Fund Forecast Pattern

Backtest NEUBERGER BERMAN | NEUBERGER BERMAN Price Prediction | Buy or Sell Advice |

## NEUBERGER BERMAN Forecasted Value

In the context of forecasting NEUBERGER BERMAN's Mutual Fund 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. NEUBERGER BERMAN's downside and upside margins for the forecasting period are 40.04 and 41.59, respectively. We have considered NEUBERGER BERMAN'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.

## 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 NEUBERGER BERMAN mutual fund data series using in forecasting. Note that when a statistical model is used to represent NEUBERGER BERMAN mutual fund, 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.AIC | Akaike Information Criteria | 115.9247 |

Bias | Arithmetic mean of the errors | None |

MAD | Mean absolute deviation | 0.2769 |

MAPE | Mean absolute percentage error | 0.0064 |

SAE | Sum of the absolute errors | 16.889 |

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## Predictive Modules for NEUBERGER BERMAN

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as NEUBERGER BERMAN LARGE. Regardless of method or technology, however, to accurately forecast the stock or bond 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, frequently view the market will even out over time. This tendency of NEUBERGER BERMAN'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. Please use the tools below to analyze the current value of NEUBERGER BERMAN in the context of predictive analytics.

Please note, it is not enough to conduct a financial or market analysis of a single entity such as NEUBERGER BERMAN. Your research has to be compared to or analyzed against NEUBERGER BERMAN's peers to derive any actionable benefits. When done correctly, NEUBERGER BERMAN's competitive analysis will give you plenty of quantitative and qualitative data to validate your investment decisions or develop an entirely new strategy towards taking a position in NEUBERGER BERMAN LARGE.

## Other Forecasting Options for NEUBERGER BERMAN

For every potential investor in NEUBERGER, whether a beginner or expert, NEUBERGER BERMAN's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. NEUBERGER Mutual Fund price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in NEUBERGER. Basic forecasting techniques help filter out the noise by identifying NEUBERGER BERMAN's price trends.## NEUBERGER BERMAN 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 NEUBERGER BERMAN mutual fund to make a market-neutral strategy. Peer analysis of NEUBERGER BERMAN could also be used in its relative valuation, which is a method of valuing NEUBERGER BERMAN by comparing valuation metrics with similar companies.

Risk & Return | Correlation |

## NEUBERGER BERMAN LARGE 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 NEUBERGER BERMAN'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 NEUBERGER BERMAN's current price.Cycle Indicators | ||

Math Operators | ||

Math Transform | ||

Momentum Indicators | ||

Overlap Studies | ||

Pattern Recognition | ||

Price Transform | ||

Statistic Functions | ||

Volatility Indicators | ||

Volume Indicators |

## NEUBERGER BERMAN Risk Indicators

The analysis of NEUBERGER BERMAN's basic risk indicators is one of the essential steps in helping accuretelly forecast its future price. The process involves identifying the amount of risk involved in NEUBERGER BERMAN's investment and either accepting that risk or mitigating it. Along with some funamental techniques of forecasting NEUBERGER BERMAN stock price, 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.

Mean Deviation | 0.6806 | |||

Standard Deviation | 0.8788 | |||

Variance | 0.7722 |

Please note, the risk measures we provide can be used independently or collectively to perform a risk assessment. When comparing two potential stock investments, we recommend comparing similar equities with homogenous growth potential and valuation from related markets to determine which investment holds the most risk.

## Be your own money manager

Our tools can tell you how much better you can do entering a position in NEUBERGER BERMAN without increasing your portfolio risk or giving up the expected return. As an individual investor, you need to find a reliable way to track all your investment portfolios. However, your requirements will often be based on how much of the process you decide to do yourself. In addition to allowing all investors analytical transparency into all their portfolios, our tools can evaluate risk-adjusted returns of your individual positions relative to your overall portfolio.## Did you try this?

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Macroaxis puts the power of mathematics on your side. We analyze your portfolios and positions such as NEUBERGER BERMAN LARGE using complex mathematical models and algorithms, but make them easy to understand. There is no real person involved in your portfolio analysis. We perform a number of calculations to compute absolute and relative portfolio volatility, correlation between your assets, value at risk, expected return as well as over 100 different fundamental and technical indicators.## Build Optimal Portfolios

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Additionally, see Historical Fundamental Analysis of NEUBERGER BERMAN to cross-verify your projections. You can also try Cryptocurrency Center module to build and monitor diversified portfolio of extremely risky digital assets and cryptocurrency.

## Complementary Tools for analysis

When running NEUBERGER BERMAN LARGE price analysis, check to measure NEUBERGER BERMAN'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 NEUBERGER BERMAN is operating at the current time. Most of NEUBERGER BERMAN's value examination focuses on studying past and present price action to predict the probability of NEUBERGER BERMAN's future price movements. You can analyze the entity against its peers and financial market as a whole to determine factors that move NEUBERGER BERMAN's price. Additionally, you may evaluate how the addition of NEUBERGER BERMAN to your portfolios can decrease your overall portfolio volatility.

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